	taxi_id	event_timestamp
0	91d5288487e87c5917b813ba6f75ab1c3a9749af906a2d...	2019-06-01
1	91d5288487e87c5917b813ba6f75ab1c3a9749af906a2d...	2019-06-02
2	91d5288487e87c5917b813ba6f75ab1c3a9749af906a2d...	2019-06-03
3	91d5288487e87c5917b813ba6f75ab1c3a9749af906a2d...	2019-06-04
4	91d5288487e87c5917b813ba6f75ab1c3a9749af906a2d...	2019-06-05
...	...	...
156979	7ebf27414a0c7b128e7925e1da56d51a8b81484f7630cf...	2019-06-27
156980	7ebf27414a0c7b128e7925e1da56d51a8b81484f7630cf...	2019-06-28
156981	7ebf27414a0c7b128e7925e1da56d51a8b81484f7630cf...	2019-06-29
156982	7ebf27414a0c7b128e7925e1da56d51a8b81484f7630cf...	2019-06-30
156983	7ebf27414a0c7b128e7925e1da56d51a8b81484f7630cf...	2019-07-01

	total_earned	avg_trip_seconds	taxi_id	total_miles_travelled	trip_count	earned_per_hour	event_timestamp	total_trip_seconds	avg_fare	avg_speed
0	68.25	2270.000000	91d5288487e87c5917b813ba6f75ab1c3a9749af906a2d...	24.70	2.0	54.118943	2019-06-01 00:00:00+00:00	4540.0	34.125000	19.585903
1	221.00	560.500000	7a4a6162eaf27805aef407d25d5cb21fe779cd962922cb...	54.18	24.0	59.143622	2019-06-01 00:00:00+00:00	13452.0	9.208333	14.499554
2	160.50	1010.769231	f4c9d05b215d7cbd08eca76252dae51cdb7aca9651d4ef...	41.30	13.0	43.972603	2019-06-01 00:00:00+00:00	13140.0	12.346154	11.315068
3	183.75	697.550000	c1f533318f8480a59173a9728ea0248c0d3eb187f4b897...	37.30	20.0	47.415956	2019-06-01 00:00:00+00:00	13951.0	9.187500	9.625116
4	217.75	1054.076923	455b6b5cae6ca5a17cddd251485f2266d13d6a2c92f07c...	69.69	13.0	57.206451	2019-06-01 00:00:00+00:00	13703.0	16.750000	18.308692
...	...	...	...	...	...	...	...	...	...	...
156979	38.00	1980.000000	0cccf0ec1f46d1e0beefcfdeaf5188d67e170cdff92618...	14.90	1.0	69.090909	2019-07-01 00:00:00+00:00	1980.0	38.000000	27.090909
156980	135.00	551.250000	beefd3462e3f5a8e854942a2796876f6db73ebbd25b435...	28.40	16.0	55.102041	2019-07-01 00:00:00+00:00	8820.0	8.437500	11.591837
156981	NaN	NaN	9a3c52aa112f46cf0d129fafbd42051b0fb9b0ff8dcb0e...	NaN	NaN	NaN	2019-07-01 00:00:00+00:00	NaN	NaN	NaN
156982	63.00	815.000000	08308c31cd99f495dea73ca276d19a6258d7b4c9c88e43...	19.96	4.0	69.570552	2019-07-01 00:00:00+00:00	3260.0	15.750000	22.041718
156983	NaN	NaN	7ebf27414a0c7b128e7925e1da56d51a8b81484f7630cf...	NaN	NaN	NaN	2019-07-01 00:00:00+00:00	NaN	NaN	NaN

	taxi_id	event_timestamp
0	91d5288487e87c5917b813ba6f75ab1c3a9749af906a2d...	2020-12-01
1	91d5288487e87c5917b813ba6f75ab1c3a9749af906a2d...	2020-12-02
2	91d5288487e87c5917b813ba6f75ab1c3a9749af906a2d...	2020-12-03
3	91d5288487e87c5917b813ba6f75ab1c3a9749af906a2d...	2020-12-04
4	91d5288487e87c5917b813ba6f75ab1c3a9749af906a2d...	2020-12-05
...	...	...
35443	7ebf27414a0c7b128e7925e1da56d51a8b81484f7630cf...	2020-12-03
35444	7ebf27414a0c7b128e7925e1da56d51a8b81484f7630cf...	2020-12-04
35445	7ebf27414a0c7b128e7925e1da56d51a8b81484f7630cf...	2020-12-05
35446	7ebf27414a0c7b128e7925e1da56d51a8b81484f7630cf...	2020-12-06
35447	7ebf27414a0c7b128e7925e1da56d51a8b81484f7630cf...	2020-12-07

	driver_id	event_timestamp	conv_rate	acc_rate	avg_daily_trips	vehicle_type	created
0	1148	2025-02-08	0.348307	0.794390	14	compact	2025-02-08
1	1539	2025-02-21	0.305945	0.749046	25	van	2025-02-21
2	1487	2025-01-29	0.791641	0.784492	17	sedan	2025-01-29
3	1821	2025-01-15	0.267308	0.726226	17	sedan	2025-01-15
4	1437	2025-02-12	0.544618	0.729568	11	suv	2025-02-12

	id	text	title	embeddings
0	1	Aaron Aaron ( or ; \"Ahärôn\") is a prophet, hig...	Aaron	[0.013342111, 0.58217376, -0.31309745, -0.6991...
1	2	God at Sinai granted Aaron the priesthood for ...	Aaron	[-0.19236332, 0.539003, -0.5652932, -0.5195250...
2	3	his rod turn into a snake. Then he stretched o...	Aaron	[-0.23045847, 0.28877887, -0.3449004, -0.14077...
3	4	however, Aaron and Hur remained below to look ...	Aaron	[0.107315615, 0.5992388, -0.37498242, -0.53419...
4	5	Aaron and his sons to the priesthood, and arra...	Aaron	[0.32623303, 0.51600194, -0.5568064, -0.494033...

	passage_id	text	embedding	event_timestamp	source_id
0	1_0	Aaron Aaron ( or ; \"Ahärôn\") is a prophet, hig...	[0.002557202707976103, 0.12003513425588608, -0...	2026-02-11 12:26:29.098091+00:00	1
1	1_1	Israelites, Aaron served as his brother's spok...	[-0.01853535883128643, 0.13290095329284668, -0...	2026-02-11 12:26:29.098091+00:00	1
2	2_0	God at Sinai granted Aaron the priesthood for ...	[0.014343681745231152, 0.10290483385324478, -0...	2026-02-11 12:26:29.098091+00:00	2
3	2_1	could not speak well, God appointed Aaron as M...	[0.0504433810710907, 0.1175316572189331, -0.00...	2026-02-11 12:26:29.098091+00:00	2
4	3_0	his rod turn into a snake. Then he stretched o...	[-0.06228446215391159, 0.10652626305818558, 0....	2026-02-11 12:26:29.098091+00:00	3
...	...	...	...	...	...
195	98_1	State College before entering Columbia Univers...	[0.03597380220890045, 0.04296444356441498, 0.0...	2026-02-11 12:26:29.098091+00:00	98
196	99_0	joined the Merchant Marine to earn money to co...	[0.05798682942986488, -0.007653537206351757, -...	2026-02-11 12:26:29.098091+00:00	99
197	99_1	spent several months in a mental institution a...	[0.05905637890100479, 0.030195411294698715, -0...	2026-02-11 12:26:29.098091+00:00	99
198	100_0	harboring stolen goods in his dorm room. It wa...	[-0.005938616115599871, 0.02653227001428604, -...	2026-02-11 12:26:29.098091+00:00	100
199	100_1	Eugene to party meetings. Ginsberg later said ...	[0.007752032019197941, 0.06832979619503021, 0....	2026-02-11 12:26:29.098091+00:00	100

Run	Status	Started	Duration
+ {run.run_id.substring(0, 8)}… +	+ {run.state} +	+ {formatTimestamp(run.started_at)} +	+ {formatDuration(run.started_at, run.ended_at)} +

Field	Type
+ {f.name} +	+ {f.type \|\| "—"} +

diff --git a/ui/src/components/RegistryVisualizationTab.tsx b/ui/src/components/RegistryVisualizationTab.tsx index ebc77604322..4fed3c4f856 100644 --- a/ui/src/components/RegistryVisualizationTab.tsx +++ b/ui/src/components/RegistryVisualizationTab.tsx @@ -10,18 +10,26 @@ import { EuiFlexItem, } from "@elastic/eui"; import useLoadRegistry from "../queries/useLoadRegistry"; +import useLoadMlflowRuns from "../queries/useLoadMlflowRuns"; import RegistryPathContext from "../contexts/RegistryPathContext"; import RegistryVisualization from "./RegistryVisualization"; import { FEAST_FCO_TYPES } from "../parsers/types"; import { filterPermissionsByAction } from "../utils/permissionUtils"; -const RegistryVisualizationTab = () => { +interface RegistryVisualizationTabProps { + feastOnlyCheckbox?: React.ReactNode; +} + +const RegistryVisualizationTab: React.FC = ({ + feastOnlyCheckbox, +}) => { const registryUrl = useContext(RegistryPathContext); const { projectName } = useParams(); const { isLoading, isSuccess, isError, data } = useLoadRegistry( registryUrl, projectName, ); + const { data: mlflowData } = useLoadMlflowRuns(); const [selectedObjectType, setSelectedObjectType] = useState(""); const [selectedObjectName, setSelectedObjectName] = useState(""); const [selectedPermissionAction, setSelectedPermissionAction] = useState(""); @@ -40,6 +48,13 @@ const RegistryVisualizationTab = () => { if (sfv.spec?.streamSource?.name) dataSources.add(sfv.spec.streamSource.name); }); + objects.labelViews?.forEach((lv: any) => { + if (lv.spec?.source?.name) dataSources.add(lv.spec.source.name); + if (lv.spec?.source?.batchSource?.name) + dataSources.add(lv.spec.source.batchSource.name); + if (lv.spec?.batchSource?.name) + dataSources.add(lv.spec.batchSource.name); + }); return Array.from(dataSources); case "entity": return objects.entities?.map((entity: any) => entity.spec?.name) || []; @@ -52,6 +67,8 @@ const RegistryVisualizationTab = () => { ...(objects.streamFeatureViews?.map((sfv: any) => sfv.spec?.name) || []), ]; + case "labelView": + return objects.labelViews?.map((lv: any) => lv.spec?.name) || []; case "featureService": return objects.featureServices?.map((fs: any) => fs.spec?.name) || []; default: @@ -82,66 +99,6 @@ const RegistryVisualizationTab = () => { {isSuccess && data && ( <> - - - - { - setSelectedObjectType(e.target.value); - setSelectedObjectName(""); // Reset name when type changes - }} - aria-label="Select object type" - /> - - - - - ({ - value: name, - text: name, - }), - ), - ]} - value={selectedObjectName} - onChange={(e) => setSelectedObjectName(e.target.value)} - aria-label="Select object" - disabled={selectedObjectType === ""} - /> - - - - - setSelectedPermissionAction(e.target.value)} - aria-label="Filter by permissions" - /> - - - { } : undefined } + mlflowRuns={mlflowData?.runs?.length ? mlflowData.runs : undefined} + extraCheckboxes={feastOnlyCheckbox} + filterControls={ + + + + { + setSelectedObjectType(e.target.value); + setSelectedObjectName(""); + }} + aria-label="Select object type" + /> + + + + + ({ + value: name, + text: name, + })), + ]} + value={selectedObjectName} + onChange={(e) => setSelectedObjectName(e.target.value)} + aria-label="Select object" + disabled={selectedObjectType === ""} + /> + + + + + + setSelectedPermissionAction(e.target.value) + } + aria-label="Filter by permissions" + /> + + + + } /> )} diff --git a/ui/src/components/forms/FeatureFieldEditor.tsx b/ui/src/components/forms/FeatureFieldEditor.tsx new file mode 100644 index 00000000000..be8b4f9f210 --- /dev/null +++ b/ui/src/components/forms/FeatureFieldEditor.tsx @@ -0,0 +1,163 @@ +import React from "react"; +import { + EuiFlexGroup, + EuiFlexItem, + EuiFieldText, + EuiSelect, + EuiButtonEmpty, + EuiButtonIcon, + EuiText, + EuiHorizontalRule, + EuiSpacer, + EuiCallOut, +} from "@elastic/eui"; +import { VALUE_TYPE_OPTIONS } from "./ValueTypeSelect"; +import { feast } from "../../protos"; + +interface FeatureFieldEntry { + name: string; + valueType: string; + description: string; +} + +interface FeatureFieldEditorProps { + features: FeatureFieldEntry[]; + onChange: (features: FeatureFieldEntry[]) => void; + error?: string; +} + +const EMPTY_FEATURE: FeatureFieldEntry = { + name: "", + valueType: String(feast.types.ValueType.Enum.INT64), + description: "", +}; + +const FeatureFieldEditor: React.FC = ({ + features, + onChange, + error, +}) => { + const addFeature = () => { + onChange([...features, { ...EMPTY_FEATURE }]); + }; + + const removeFeature = (index: number) => { + onChange(features.filter((_, i) => i !== index)); + }; + + const updateFeature = ( + index: number, + field: keyof FeatureFieldEntry, + val: string, + ) => { + const updated = [...features]; + updated[index] = { ...updated[index], [field]: val }; + onChange(updated); + }; + + return ( + <> + + + + +

Features

+ + + + + Add feature + + + + + {error && ( + <> + + + + )} + + {features.length > 0 && ( + + + + Name + + + + + Type + + + + + Description + + + + + )} + + {features.map((feature, index) => ( + + + updateFeature(index, "name", e.target.value)} + compressed + /> + + + + updateFeature(index, "valueType", e.target.value) + } + compressed + /> + + + + updateFeature(index, "description", e.target.value) + } + compressed + /> + + + removeFeature(index)} + /> + + + ))} + + {features.length === 0 && ( + + No features added yet. Click "Add feature" above. + + )} + + ); +}; + +export default FeatureFieldEditor; +export type { FeatureFieldEntry }; diff --git a/ui/src/components/forms/FormModal.tsx b/ui/src/components/forms/FormModal.tsx new file mode 100644 index 00000000000..b205f9f35a2 --- /dev/null +++ b/ui/src/components/forms/FormModal.tsx @@ -0,0 +1,54 @@ +import React from "react"; +import { + EuiModal, + EuiModalHeader, + EuiModalHeaderTitle, + EuiModalBody, + EuiModalFooter, + EuiButton, + EuiButtonEmpty, + EuiForm, +} from "@elastic/eui"; + +interface FormModalProps { + title: string; + submitLabel: string; + onClose: () => void; + onSubmit: () => void; + children: React.ReactNode; + width?: number; + isSubmitting?: boolean; +} + +const FormModal: React.FC = ({ + title, + submitLabel, + onClose, + onSubmit, + children, + width = 600, + isSubmitting = false, +}) => { + return ( + + + {title} + + + + {children} + + + + + Cancel + + + {submitLabel} + + + + ); +}; + +export default FormModal; diff --git a/ui/src/components/forms/NameDescriptionOwnerFields.tsx b/ui/src/components/forms/NameDescriptionOwnerFields.tsx new file mode 100644 index 00000000000..46d21c369ba --- /dev/null +++ b/ui/src/components/forms/NameDescriptionOwnerFields.tsx @@ -0,0 +1,70 @@ +import React from "react"; +import { EuiFormRow, EuiFieldText, EuiTextArea } from "@elastic/eui"; + +interface NameDescriptionOwnerFieldsProps { + name: string; + description: string; + owner?: string; + onChangeName: (value: string) => void; + onChangeDescription: (value: string) => void; + onChangeOwner?: (value: string) => void; + nameDisabled?: boolean; + nameError?: string; + nameHelpText?: string; + namePlaceholder?: string; + descriptionPlaceholder?: string; +} + +const NameDescriptionOwnerFields: React.FC = ({ + name, + description, + owner, + onChangeName, + onChangeDescription, + onChangeOwner, + nameDisabled = false, + nameError, + nameHelpText, + namePlaceholder = "e.g. my_resource", + descriptionPlaceholder = "Describe this resource...", +}) => { + return ( + <> + + onChangeName(e.target.value)} + isInvalid={!!nameError} + disabled={nameDisabled} + placeholder={namePlaceholder} + /> + + + + onChangeDescription(e.target.value)} + placeholder={descriptionPlaceholder} + rows={2} + /> + + + {onChangeOwner !== undefined && ( + + onChangeOwner(e.target.value)} + placeholder="e.g. team-ml-platform" + /> + + )} + + ); +}; + +export default NameDescriptionOwnerFields; diff --git a/ui/src/components/forms/TagsEditor.tsx b/ui/src/components/forms/TagsEditor.tsx new file mode 100644 index 00000000000..73ea5df9c82 --- /dev/null +++ b/ui/src/components/forms/TagsEditor.tsx @@ -0,0 +1,112 @@ +import React from "react"; +import { + EuiFlexGroup, + EuiFlexItem, + EuiFieldText, + EuiButtonEmpty, + EuiButtonIcon, + EuiText, + EuiHorizontalRule, + EuiSpacer, + EuiCallOut, +} from "@elastic/eui"; + +interface TagEntry { + key: string; + value: string; +} + +interface TagsEditorProps { + tags: TagEntry[]; + onChange: (tags: TagEntry[]) => void; + error?: string; +} + +const TagsEditor: React.FC = ({ tags, onChange, error }) => { + const addTag = () => { + onChange([...tags, { key: "", value: "" }]); + }; + + const removeTag = (index: number) => { + onChange(tags.filter((_, i) => i !== index)); + }; + + const updateTag = (index: number, field: "key" | "value", val: string) => { + const updated = [...tags]; + updated[index] = { ...updated[index], [field]: val }; + onChange(updated); + }; + + return ( + <> + + + + +

Labels

+ + + + + Add label + + + + + {error && ( + <> + + + + )} + + {tags.map((tag, index) => ( + + + updateTag(index, "key", e.target.value)} + compressed + /> + + + updateTag(index, "value", e.target.value)} + compressed + /> + + + removeTag(index)} + /> + + + ))} + + {tags.length === 0 && ( + + No labels added yet. + + )} + + ); +}; + +export default TagsEditor; +export type { TagEntry }; diff --git a/ui/src/components/forms/ValueTypeSelect.tsx b/ui/src/components/forms/ValueTypeSelect.tsx new file mode 100644 index 00000000000..2718b7c027e --- /dev/null +++ b/ui/src/components/forms/ValueTypeSelect.tsx @@ -0,0 +1,47 @@ +import React from "react"; +import { EuiFormRow, EuiSelect } from "@elastic/eui"; +import { feast } from "../../protos"; + +const VALUE_TYPE_OPTIONS = [ + { value: String(feast.types.ValueType.Enum.STRING), text: "STRING" }, + { value: String(feast.types.ValueType.Enum.INT32), text: "INT32" }, + { value: String(feast.types.ValueType.Enum.INT64), text: "INT64" }, + { value: String(feast.types.ValueType.Enum.FLOAT), text: "FLOAT" }, + { value: String(feast.types.ValueType.Enum.DOUBLE), text: "DOUBLE" }, + { value: String(feast.types.ValueType.Enum.BOOL), text: "BOOL" }, + { value: String(feast.types.ValueType.Enum.BYTES), text: "BYTES" }, + { + value: String(feast.types.ValueType.Enum.UNIX_TIMESTAMP), + text: "UNIX_TIMESTAMP", + }, +]; + +interface ValueTypeSelectProps { + value: string; + onChange: (value: string) => void; + label?: string; + helpText?: string; + compressed?: boolean; +} + +const ValueTypeSelect: React.FC = ({ + value, + onChange, + label = "Value Type", + helpText, + compressed = false, +}) => { + return ( + + onChange(e.target.value)} + compressed={compressed} + /> + + ); +}; + +export default ValueTypeSelect; +export { VALUE_TYPE_OPTIONS }; diff --git a/ui/src/contexts/AuthContext.tsx b/ui/src/contexts/AuthContext.tsx new file mode 100644 index 00000000000..6003ff761d0 --- /dev/null +++ b/ui/src/contexts/AuthContext.tsx @@ -0,0 +1,245 @@ +import React, { + createContext, + useContext, + useState, + useCallback, + useEffect, + useRef, +} from "react"; +// @ts-ignore -- keycloak-js types use "exports" field; bundler resolves the JS fine +import Keycloak from "keycloak-js"; + +interface AuthUser { + username: string; + roles: string[]; + groups: string[]; + email?: string; +} + +interface AuthContextValue { + user: AuthUser | null; + isAuthenticated: boolean; + isAuthEnabled: boolean; + isInitializing: boolean; + logout: () => void; + keycloak: Keycloak | null; +} + +const AuthContext = createContext({ + user: null, + isAuthenticated: false, + isAuthEnabled: false, + isInitializing: true, + logout: () => {}, + keycloak: null, +}); + +interface ServerAuthConfig { + auth_type: string; + url?: string; + realm?: string; + client_id?: string; + auth_discovery_url?: string; +} + +function readServerAuthConfig(): ServerAuthConfig | null { + // Injected by the Feast UI server (feast ui) into index.html from feature_store.yaml + const el = document.getElementById("feast-auth-config"); + if (el) { + try { + return JSON.parse(el.textContent || "{}"); + } catch { + /* fall through */ + } + } + + // Dev mode fallback: fetch from /api/auth-config (served by setupProxy or REST server) + return null; +} + +function extractUser(kc: Keycloak): AuthUser { + const parsed = kc.tokenParsed as any; + const clientRoles: string[] = + parsed?.resource_access?.[kc.clientId!]?.roles || []; + const realmRoles: string[] = parsed?.realm_access?.roles || []; + const combined = [...clientRoles, ...realmRoles]; + + return { + username: parsed?.preferred_username || "unknown", + roles: combined.filter((v, i) => combined.indexOf(v) === i), + groups: parsed?.groups || [], + email: parsed?.email, + }; +} + +const TOKEN_REFRESH_INTERVAL = 30_000; +const MIN_VALIDITY_SECS = 60; + +const AuthProvider: React.FC<{ children: React.ReactNode }> = ({ + children, +}) => { + const [kc, setKc] = useState(null); + const [user, setUser] = useState(null); + const [isInitializing, setIsInitializing] = useState(true); + const [isAuthEnabled, setIsAuthEnabled] = useState(false); + const initStarted = useRef(false); + + const syncUser = useCallback((keycloak: Keycloak) => { + if (keycloak.authenticated) { + setUser(extractUser(keycloak)); + } + }, []); + + const doRefresh = useCallback( + (keycloak: Keycloak) => { + keycloak + .updateToken(MIN_VALIDITY_SECS) + .then((refreshed: boolean) => { + if (refreshed) { + syncUser(keycloak); + } + }) + .catch(() => { + console.warn("Token refresh failed — redirecting to login"); + keycloak.login(); + }); + }, + [syncUser], + ); + + useEffect(() => { + if (initStarted.current) return; + initStarted.current = true; + + const initAuth = async () => { + const config = readServerAuthConfig(); + + if (!config || config.auth_type !== "oidc") { + // Auth is disabled — skip Keycloak, render the app immediately + setIsAuthEnabled(false); + setIsInitializing(false); + return; + } + + setIsAuthEnabled(true); + + const keycloak = new Keycloak({ + url: config.url || "http://localhost:8080", + realm: config.realm || "feast", + clientId: config.client_id || "feast-ui", + }); + + keycloak.onTokenExpired = () => { + console.info("Access token expired — attempting refresh"); + doRefresh(keycloak); + }; + + keycloak.onAuthRefreshSuccess = () => { + syncUser(keycloak); + }; + + keycloak.onAuthRefreshError = () => { + console.warn("Auth refresh error — redirecting to login"); + keycloak.login(); + }; + + try { + const authenticated = await keycloak.init({ + onLoad: "login-required", + checkLoginIframe: false, + pkceMethod: "S256", + }); + + setKc(keycloak); + if (authenticated) { + syncUser(keycloak); + } + } catch (err) { + console.error("Keycloak init failed:", err); + } + + setIsInitializing(false); + }; + + initAuth(); + }, [doRefresh, syncUser]); + + // Proactive token refresh + useEffect(() => { + if (!kc?.authenticated) return; + const id = setInterval(() => doRefresh(kc), TOKEN_REFRESH_INTERVAL); + return () => clearInterval(id); + }, [kc, doRefresh]); + + // Global fetch interceptor: inject auth header on /api/ calls, handle 401 + useEffect(() => { + if (!kc) return; + + const originalFetch = window.fetch; + window.fetch = async (input: RequestInfo | URL, init?: RequestInit) => { + const url = + typeof input === "string" + ? input + : input instanceof Request + ? input.url + : input.toString(); + + const isApiCall = url.includes("/api/"); + + if (isApiCall && kc.authenticated && kc.token) { + const mergedHeaders = new Headers(init?.headers); + if (!mergedHeaders.has("Authorization")) { + mergedHeaders.set("Authorization", `Bearer ${kc.token}`); + } + init = { ...init, headers: mergedHeaders }; + } + + let response = await originalFetch(input, init); + + if (response.status === 401 && isApiCall) { + console.warn("API returned 401 — attempting token refresh and retry"); + try { + await kc.updateToken(5); + syncUser(kc); + const retryHeaders = new Headers(init?.headers); + retryHeaders.set("Authorization", `Bearer ${kc.token}`); + response = await originalFetch(input, { + ...init, + headers: retryHeaders, + }); + } catch { + kc.login(); + } + } + + return response; + }; + + return () => { + window.fetch = originalFetch; + }; + }, [kc, syncUser]); + + const logout = useCallback(() => { + if (kc) { + kc.logout({ redirectUri: window.location.origin }); + } + }, [kc]); + + const value: AuthContextValue = { + user, + isAuthenticated: !!kc?.authenticated, + isAuthEnabled, + isInitializing, + logout, + keycloak: kc, + }; + + return {children}; +}; + +const useAuth = () => useContext(AuthContext); + +export default AuthContext; +export { AuthProvider, useAuth }; +export type { AuthUser }; diff --git a/ui/src/contexts/DataModeContext.tsx b/ui/src/contexts/DataModeContext.tsx new file mode 100644 index 00000000000..c8ef4ea0bab --- /dev/null +++ b/ui/src/contexts/DataModeContext.tsx @@ -0,0 +1,20 @@ +import React, { useContext } from "react"; + +interface FetchOptions { + headers?: Record; + credentials?: RequestCredentials; +} + +interface DataModeConfig { + fetchOptions?: FetchOptions; +} + +const defaultConfig: DataModeConfig = {}; + +const DataModeContext = React.createContext(defaultConfig); + +const useDataMode = () => useContext(DataModeContext); + +export default DataModeContext; +export { useDataMode }; +export type { DataModeConfig, FetchOptions }; diff --git a/ui/src/contexts/MonitoringContext.ts b/ui/src/contexts/MonitoringContext.ts new file mode 100644 index 00000000000..f701cbcd5bf --- /dev/null +++ b/ui/src/contexts/MonitoringContext.ts @@ -0,0 +1,14 @@ +import React from "react"; + +interface MonitoringConfig { + apiBaseUrl: string; + enabled: boolean; +} + +const MonitoringContext = React.createContext({ + apiBaseUrl: "/api/v1", + enabled: false, +}); + +export default MonitoringContext; +export type { MonitoringConfig }; diff --git a/ui/src/contexts/ProjectListContext.ts b/ui/src/contexts/ProjectListContext.ts index c42b22f6611..c0c24840efb 100644 --- a/ui/src/contexts/ProjectListContext.ts +++ b/ui/src/contexts/ProjectListContext.ts @@ -13,12 +13,14 @@ const ProjectEntrySchema = z.object({ const ProjectsListSchema = z.object({ default: z.string().optional(), projects: z.array(ProjectEntrySchema), + mode: z.string().optional(), }); type ProjectsListType = z.infer; interface ProjectsListContextInterface { projectsListPromise: Promise; isCustom: boolean; + basename?: string; } const ProjectListContext = React.createContext< diff --git a/ui/src/contexts/RegistryRefreshContext.ts b/ui/src/contexts/RegistryRefreshContext.ts new file mode 100644 index 00000000000..12be5977d88 --- /dev/null +++ b/ui/src/contexts/RegistryRefreshContext.ts @@ -0,0 +1,22 @@ +import React, { useContext } from "react"; + +interface RegistryRefreshContextInterface { + refreshing: boolean; + handleRefresh: () => Promise; +} + +const RegistryRefreshContext = React.createContext< + RegistryRefreshContextInterface | undefined +>(undefined); + +const useRegistryRefreshContext = () => { + const ctx = useContext(RegistryRefreshContext); + if (!ctx) { + throw new Error( + "useRegistryRefreshContext must be used within RegistryRefreshContext.Provider", + ); + } + return ctx; +}; + +export { RegistryRefreshContext, useRegistryRefreshContext }; diff --git a/ui/src/custom-tabs/TabsRegistryContext.tsx b/ui/src/custom-tabs/TabsRegistryContext.tsx index 38c9ccea486..4152edd832d 100644 --- a/ui/src/custom-tabs/TabsRegistryContext.tsx +++ b/ui/src/custom-tabs/TabsRegistryContext.tsx @@ -16,7 +16,6 @@ import FeatureCustomTabLoadingWrapper from "../utils/custom-tabs/FeatureCustomTa import DataSourceCustomTabLoadingWrapper from "../utils/custom-tabs/DataSourceCustomTabLoadingWrapper"; import EntityCustomTabLoadingWrapper from "../utils/custom-tabs/EntityCustomTabLoadingWrapper"; import DatasetCustomTabLoadingWrapper from "../utils/custom-tabs/DatasetCustomTabLoadingWrapper"; -import CurlGeneratorTab from "../pages/feature-views/CurlGeneratorTab"; import { RegularFeatureViewCustomTabRegistrationInterface, diff --git a/ui/src/graphics/ComputeEngineIcon.tsx b/ui/src/graphics/ComputeEngineIcon.tsx new file mode 100644 index 00000000000..82873776ccf --- /dev/null +++ b/ui/src/graphics/ComputeEngineIcon.tsx @@ -0,0 +1,41 @@ +import React from "react"; + +const ComputeEngineIcon = (props: React.SVGProps) => { + return ( + + ); +}; + +export { ComputeEngineIcon }; diff --git a/ui/src/graphics/JobsIcon.tsx b/ui/src/graphics/JobsIcon.tsx new file mode 100644 index 00000000000..35f4c80af7c --- /dev/null +++ b/ui/src/graphics/JobsIcon.tsx @@ -0,0 +1,18 @@ +import React from "react"; + +const JobsIcon = (props: React.SVGProps) => { + return ( + + ); +}; + +export { JobsIcon }; diff --git a/ui/src/graphics/LabelViewIcon.tsx b/ui/src/graphics/LabelViewIcon.tsx new file mode 100644 index 00000000000..d154e8731a1 --- /dev/null +++ b/ui/src/graphics/LabelViewIcon.tsx @@ -0,0 +1,28 @@ +import React from "react"; + +const LabelViewIcon = (props: React.SVGProps) => { + return ( + + ); +}; + +export { LabelViewIcon }; diff --git a/ui/src/graphics/data-source-icons.tsx b/ui/src/graphics/data-source-icons.tsx new file mode 100644 index 00000000000..813c714a560 --- /dev/null +++ b/ui/src/graphics/data-source-icons.tsx @@ -0,0 +1,377 @@ +import React from "react"; + +export const BigQueryIcon = (props: React.SVGProps) => ( + +); + +export const SnowflakeIcon = (props: React.SVGProps) => ( + +); + +export const RedshiftIcon = (props: React.SVGProps) => ( + +); + +export const KafkaIcon = (props: React.SVGProps) => ( + +); + +export const SparkIcon = (props: React.SVGProps) => ( + +); + +export const FileIcon = (props: React.SVGProps) => ( + +); + +export const RequestSourceIcon = (props: React.SVGProps) => ( + +); + +export const PushSourceIcon = (props: React.SVGProps) => ( + +); + +export const KinesisIcon = (props: React.SVGProps) => ( + +); + +export const TrinoIcon = (props: React.SVGProps) => ( + +); + +export const AthenaIcon = (props: React.SVGProps) => ( + +); + +export const CustomSourceIcon = (props: React.SVGProps) => ( + +); + +export const RayIcon = (props: React.SVGProps) => ( + +); + +export const PostgresIcon = (props: React.SVGProps) => ( + +); + +export const MongoDBIcon = (props: React.SVGProps) => ( + +); + +export const SqlServerIcon = (props: React.SVGProps) => ( + +); + +export const OracleIcon = (props: React.SVGProps) => ( + +); + +export const CouchbaseIcon = (props: React.SVGProps) => ( + +); + +export const ClickHouseIcon = (props: React.SVGProps) => ( + +); diff --git a/ui/src/hooks/useFCOExploreSuggestions.ts b/ui/src/hooks/useFCOExploreSuggestions.ts index 43a0e1bea3f..e9ab456f72b 100644 --- a/ui/src/hooks/useFCOExploreSuggestions.ts +++ b/ui/src/hooks/useFCOExploreSuggestions.ts @@ -22,6 +22,11 @@ const FCO_TO_URL_NAME_MAP: Record = { entity: "/entity", featureView: "/feature-view", featureService: "/feature-service", + labelView: "/label-view", + mlflowRun: "/mlflow-run", + mlflowModel: "/mlflow-model", + openlineageJob: "/lineage", + openlineageDataset: "/lineage", }; const createSearchLink = ( diff --git a/ui/src/hooks/useRegistryRefresh.ts b/ui/src/hooks/useRegistryRefresh.ts new file mode 100644 index 00000000000..cb684cf5636 --- /dev/null +++ b/ui/src/hooks/useRegistryRefresh.ts @@ -0,0 +1,80 @@ +import { useCallback, useContext, useState } from "react"; +import { useQueryClient } from "react-query"; +import { + ProjectListContext, + ProjectsListSchema, +} from "../contexts/ProjectListContext"; +import { useDataMode } from "../contexts/DataModeContext"; + +interface Toast { + id: string; + title: string; + color: "success" | "danger"; + iconType: string; +} + +const useRegistryRefresh = () => { + const [refreshing, setRefreshing] = useState(false); + const [toasts, setToasts] = useState([]); + const queryClient = useQueryClient(); + const projectListCtx = useContext(ProjectListContext); + const basename = projectListCtx?.basename || ""; + const { fetchOptions } = useDataMode(); + + const removeToast = useCallback((removedToast: { id: string }) => { + setToasts((prev) => prev.filter((t) => t.id !== removedToast.id)); + }, []); + + const handleRefresh = useCallback(async () => { + setRefreshing(true); + try { + const refreshRes = await fetch(`${basename}/api/v1/registry/refresh`, { + method: "POST", + headers: { ...fetchOptions?.headers }, + credentials: fetchOptions?.credentials, + }); + if (!refreshRes.ok) { + throw new Error(`Registry refresh failed (${refreshRes.status})`); + } + const res = await fetch(`${basename}/projects-list.json`, { + headers: { + "Content-Type": "application/json", + ...fetchOptions?.headers, + }, + credentials: fetchOptions?.credentials, + }); + if (!res.ok) { + throw new Error(`Failed to fetch project list (${res.status})`); + } + const json = await res.json(); + const parsed = ProjectsListSchema.parse(json); + queryClient.setQueryData("feast-projects-list", parsed); + await queryClient.invalidateQueries("registry-rest-bulk"); + setToasts((prev) => [ + ...prev, + { + id: String(Date.now()), + title: "Refresh successful", + color: "success" as const, + iconType: "check", + }, + ]); + } catch { + setToasts((prev) => [ + ...prev, + { + id: String(Date.now()), + title: "Refresh failed", + color: "danger" as const, + iconType: "alert", + }, + ]); + } finally { + setRefreshing(false); + } + }, [basename, queryClient, fetchOptions]); + + return { refreshing, toasts, handleRefresh, removeToast }; +}; + +export default useRegistryRefresh; diff --git a/ui/src/hooks/useTagsAggregation.ts b/ui/src/hooks/useTagsAggregation.ts index 5d36fd54285..9ad0d78d6f5 100644 --- a/ui/src/hooks/useTagsAggregation.ts +++ b/ui/src/hooks/useTagsAggregation.ts @@ -1,13 +1,13 @@ -import { useContext, useMemo } from "react"; -import RegistryPathContext from "../contexts/RegistryPathContext"; -import useLoadRegistry from "../queries/useLoadRegistry"; -import { feast } from "../protos"; +import { useMemo } from "react"; +import { useParams } from "react-router-dom"; +import useResourceQuery, { + featureViewListPath, + featureServiceListPath, +} from "../queries/useResourceQuery"; -// Usage of generic type parameter T -// https://stackoverflow.com/questions/53203409/how-to-tell-typescript-that-im-returning-an-array-of-arrays-of-the-input-type const buildTagCollection = ( array: T[], - recordExtractor: (unknownFCO: T) => Record | undefined, // Assumes that tags are always a Record + recordExtractor: (unknownFCO: T) => Record | undefined, ): Record> => { const tagCollection = array.reduce( (memo: Record>, fco: T) => { @@ -38,17 +38,17 @@ const buildTagCollection = ( }; const useFeatureViewTagsAggregation = () => { - const registryUrl = useContext(RegistryPathContext); - const query = useLoadRegistry(registryUrl); + const { projectName } = useParams(); + const query = useResourceQuery({ + resourceType: "tags-fvs", + project: projectName, + restPath: featureViewListPath(projectName), + restSelect: (d) => d.featureViews, + }); const data = useMemo(() => { - return query.data && query.data.objects && query.data.objects.featureViews - ? buildTagCollection( - query.data.objects.featureViews!, - (fv) => { - return fv.spec?.tags!; - }, - ) + return query.data + ? buildTagCollection(query.data, (fv) => fv.spec?.tags) : undefined; }, [query.data]); @@ -59,19 +59,17 @@ const useFeatureViewTagsAggregation = () => { }; const useFeatureServiceTagsAggregation = () => { - const registryUrl = useContext(RegistryPathContext); - const query = useLoadRegistry(registryUrl); + const { projectName } = useParams(); + const query = useResourceQuery({ + resourceType: "tags-fss", + project: projectName, + restPath: featureServiceListPath(projectName), + restSelect: (d) => d.featureServices, + }); const data = useMemo(() => { - return query.data && - query.data.objects && - query.data.objects.featureServices - ? buildTagCollection( - query.data.objects.featureServices, - (fs) => { - return fs.spec?.tags!; - }, - ) + return query.data + ? buildTagCollection(query.data, (fs) => fs.spec?.tags) : undefined; }, [query.data]); diff --git a/ui/src/mocks/handlers.ts b/ui/src/mocks/handlers.ts index 1c32bb2cf87..d9fb8a031b7 100644 --- a/ui/src/mocks/handlers.ts +++ b/ui/src/mocks/handlers.ts @@ -1,10 +1,48 @@ import { http, HttpResponse } from "msw"; import { readFileSync } from "fs"; import path from "path"; +import { feast } from "../protos"; -const registry = readFileSync( +const registryBuf = readFileSync( path.resolve(__dirname, "../../public/registry.db"), ); +const parsedRegistry = feast.core.Registry.decode(registryBuf); + +const toJSON = (obj: any) => (obj && obj.toJSON ? obj.toJSON() : obj); + +const entitiesJSON = (parsedRegistry.entities || []).map(toJSON); +const featureViewsJSON = (parsedRegistry.featureViews || []).map((fv) => ({ + ...toJSON(fv), + type: "featureView", +})); +const onDemandFVsJSON = (parsedRegistry.onDemandFeatureViews || []).map( + (fv) => ({ + ...toJSON(fv), + type: "onDemandFeatureView", + }), +); +const streamFVsJSON = (parsedRegistry.streamFeatureViews || []).map((fv) => ({ + ...toJSON(fv), + type: "streamFeatureView", +})); +const allFeatureViewsJSON = [ + ...featureViewsJSON, + ...onDemandFVsJSON, + ...streamFVsJSON, +]; +const featureServicesJSON = (parsedRegistry.featureServices || []).map(toJSON); +const dataSourcesJSON = (parsedRegistry.dataSources || []).map(toJSON); +const savedDatasetsJSON = (parsedRegistry.savedDatasets || []).map(toJSON); +const projectsJSON = (parsedRegistry.projects || []).map(toJSON); + +const allFeatures = featureViewsJSON.flatMap((fv: any) => + (fv?.spec?.features || []).map((f: any) => ({ + name: f.name, + featureViewName: fv.spec?.name, + valueType: f.valueType, + project: fv.spec?.project, + })), +); const projectsListWithDefaultProject = http.get("/projects-list.json", () => HttpResponse.json({ @@ -14,22 +52,266 @@ const projectsListWithDefaultProject = http.get("/projects-list.json", () => name: "Credit Score Project", description: "Project for credit scoring team and associated models.", id: "credit_scoring_aws", - registryPath: "/registry.db", // Changed to match what the test expects + registryPath: "/api/v1", }, ], }), ); -const creditHistoryRegistryPB = http.get("/registry.pb", () => { - return HttpResponse.arrayBuffer(registry.buffer); -}); +// REST API list endpoints +const restEntities = http.get("/api/v1/entities", () => + HttpResponse.json({ + entities: entitiesJSON, + pagination: {}, + relationships: {}, + }), +); + +const restFeatureViews = http.get("/api/v1/feature_views", () => + HttpResponse.json({ + featureViews: allFeatureViewsJSON, + pagination: {}, + relationships: {}, + }), +); + +const restFeatureServices = http.get("/api/v1/feature_services", () => + HttpResponse.json({ + featureServices: featureServicesJSON, + pagination: {}, + relationships: {}, + }), +); + +const restDataSources = http.get("/api/v1/data_sources", () => + HttpResponse.json({ + dataSources: dataSourcesJSON, + pagination: {}, + relationships: {}, + }), +); + +const restSavedDatasets = http.get("/api/v1/saved_datasets", () => + HttpResponse.json({ + savedDatasets: savedDatasetsJSON, + pagination: {}, + }), +); + +const restProjects = http.get("/api/v1/projects", () => + HttpResponse.json({ + projects: projectsJSON, + pagination: {}, + }), +); + +const restFeatures = http.get("/api/v1/features", () => + HttpResponse.json({ + features: allFeatures, + pagination: {}, + }), +); -const creditHistoryRegistryDB = http.get("/registry.db", () => { - return HttpResponse.arrayBuffer(registry.buffer); +const restPermissions = http.get("/api/v1/permissions", () => + HttpResponse.json({ + permissions: [], + pagination: {}, + }), +); + +// Detail endpoints +const restFeatureViewDetail = http.get( + "/api/v1/feature_views/:name", + ({ params }) => { + const name = params.name as string; + const fv = allFeatureViewsJSON.find((f: any) => f.spec?.name === name); + if (!fv) return HttpResponse.json({ detail: "Not found" }, { status: 404 }); + return HttpResponse.json(fv); + }, +); + +const restEntityDetail = http.get("/api/v1/entities/:name", ({ params }) => { + const name = params.name as string; + const entity = entitiesJSON.find((e: any) => e.spec?.name === name); + if (!entity) + return HttpResponse.json({ detail: "Not found" }, { status: 404 }); + return HttpResponse.json(entity); }); -export { +const restFeatureServiceDetail = http.get( + "/api/v1/feature_services/:name", + ({ params }) => { + const name = params.name as string; + const fs = featureServicesJSON.find((f: any) => f.spec?.name === name); + if (!fs) return HttpResponse.json({ detail: "Not found" }, { status: 404 }); + return HttpResponse.json(fs); + }, +); + +const restDataSourceDetail = http.get( + "/api/v1/data_sources/:name", + ({ params }) => { + const name = params.name as string; + const ds = dataSourcesJSON.find((d: any) => d.name === name); + if (!ds) return HttpResponse.json({ detail: "Not found" }, { status: 404 }); + return HttpResponse.json(ds); + }, +); + +const restFeatureDetail = http.get( + "/api/v1/features/:fvName/:featureName", + ({ params }) => { + const fvName = params.fvName as string; + const featureName = params.featureName as string; + const fv = allFeatureViewsJSON.find((f: any) => f.spec?.name === fvName); + if (!fv) return HttpResponse.json({ detail: "Not found" }, { status: 404 }); + const feature = (fv as any).spec?.features?.find( + (f: any) => f.name === featureName, + ); + if (!feature) + return HttpResponse.json({ detail: "Not found" }, { status: 404 }); + return HttpResponse.json({ + featureViewName: fvName, + featureName, + feature, + featureView: fv, + }); + }, +); + +// "all" endpoints (for global search / all-projects view) +const restEntitiesAll = http.get("/api/v1/entities/all", () => + HttpResponse.json({ + entities: entitiesJSON.map((e: any) => ({ + ...e, + project: e.spec?.project, + })), + pagination: {}, + relationships: {}, + }), +); + +const restFeatureViewsAll = http.get("/api/v1/feature_views/all", () => + HttpResponse.json({ + featureViews: allFeatureViewsJSON.map((fv: any) => ({ + ...fv, + project: fv.spec?.project, + })), + pagination: {}, + relationships: {}, + }), +); + +const restFeatureServicesAll = http.get("/api/v1/feature_services/all", () => + HttpResponse.json({ + featureServices: featureServicesJSON.map((fs: any) => ({ + ...fs, + project: fs.spec?.project, + })), + pagination: {}, + relationships: {}, + }), +); + +const restDataSourcesAll = http.get("/api/v1/data_sources/all", () => + HttpResponse.json({ + dataSources: dataSourcesJSON.map((ds: any) => ({ + ...ds, + project: ds.project, + })), + pagination: {}, + relationships: {}, + }), +); + +const restSavedDatasetsAll = http.get("/api/v1/saved_datasets/all", () => + HttpResponse.json({ + savedDatasets: savedDatasetsJSON, + pagination: {}, + }), +); + +const restFeaturesAll = http.get("/api/v1/features/all", () => + HttpResponse.json({ + features: allFeatures, + pagination: {}, + }), +); + +const restSavedDatasetDetail = http.get( + "/api/v1/saved_datasets/:name", + ({ params }) => { + const name = params.name as string; + const sd = savedDatasetsJSON.find((d: any) => d.spec?.name === name); + if (!sd) return HttpResponse.json({ detail: "Not found" }, { status: 404 }); + return HttpResponse.json(sd); + }, +); + +const restLabelViews = http.get("/api/v1/label_views", () => + HttpResponse.json({ + featureViews: [], + pagination: {}, + relationships: {}, + }), +); + +const restLabelViewsAll = http.get("/api/v1/label_views/all", () => + HttpResponse.json({ + featureViews: [], + pagination: {}, + relationships: {}, + }), +); + +const restLabels = http.get("/api/v1/labels", () => + HttpResponse.json({ + labels: [], + pagination: {}, + }), +); + +const restLabelsAll = http.get("/api/v1/labels/all", () => + HttpResponse.json({ + labels: [], + pagination: {}, + }), +); + +const restMetrics = http.get("/api/v1/metrics/:type", () => + HttpResponse.json({}), +); + +const allRestHandlers = [ projectsListWithDefaultProject, - creditHistoryRegistryPB as creditHistoryRegistry, - creditHistoryRegistryDB, -}; + // "all" endpoints must come before parameterized detail routes + restEntitiesAll, + restFeatureViewsAll, + restFeatureServicesAll, + restDataSourcesAll, + restSavedDatasetsAll, + restFeaturesAll, + restLabelViewsAll, + restLabelsAll, + // List endpoints + restEntities, + restFeatureViews, + restFeatureServices, + restDataSources, + restSavedDatasets, + restProjects, + restFeatures, + restLabelViews, + restLabels, + restPermissions, + // Detail endpoints + restFeatureViewDetail, + restEntityDetail, + restFeatureServiceDetail, + restDataSourceDetail, + restSavedDatasetDetail, + restFeatureDetail, + restMetrics, +]; + +export { projectsListWithDefaultProject, allRestHandlers }; diff --git a/ui/src/pages/Layout.tsx b/ui/src/pages/Layout.tsx index 0e3341b8820..a951b9a2649 100644 --- a/ui/src/pages/Layout.tsx +++ b/ui/src/pages/Layout.tsx @@ -1,6 +1,7 @@ import React, { useState, useRef, useEffect } from "react"; import { + EuiGlobalToastList, EuiPage, EuiPageSidebar, EuiPageBody, @@ -9,6 +10,13 @@ import { EuiSpacer, EuiFlexGroup, EuiFlexItem, + EuiAvatar, + EuiText, + EuiBadge, + EuiToolTip, + EuiPopover, + EuiButtonEmpty, + EuiIcon, } from "@elastic/eui"; import { Outlet } from "react-router-dom"; @@ -26,14 +34,18 @@ import RegistrySearch, { } from "../components/RegistrySearch"; import GlobalSearchShortcut from "../components/GlobalSearchShortcut"; import CommandPalette from "../components/CommandPalette"; +import { useAuth } from "../contexts/AuthContext"; +import { RegistryRefreshContext } from "../contexts/RegistryRefreshContext"; +import useRegistryRefresh from "../hooks/useRegistryRefresh"; const Layout = () => { - // Registry Path Context has to be inside Layout - // because it has to be under routes - // in order to use useParams let { projectName } = useParams(); const [isCommandPaletteOpen, setIsCommandPaletteOpen] = useState(false); + const [isUserMenuOpen, setIsUserMenuOpen] = useState(false); const searchRef = useRef(null); + const { user, logout, isAuthEnabled } = useAuth(); + const { refreshing, toasts, handleRefresh, removeToast } = + useRegistryRefresh(); const { data: projectsData } = useLoadProjectsList(); @@ -54,47 +66,6 @@ const Layout = () => { // Load unfiltered data for global search (across all projects) const { data: globalData } = useLoadRegistry(globalRegistryPath); - // Categories for page-level search (filtered to current project) - const categories = data - ? [ - { - name: "Data Sources", - data: data.objects.dataSources || [], - getLink: (item: any) => `/p/${projectName}/data-source/${item.name}`, - }, - { - name: "Entities", - data: data.objects.entities || [], - getLink: (item: any) => `/p/${projectName}/entity/${item.name}`, - }, - { - name: "Features", - data: data.allFeatures || [], - getLink: (item: any) => { - const featureView = item?.featureView; - return featureView - ? `/p/${projectName}/feature-view/${featureView}/feature/${item.name}` - : "#"; - }, - }, - { - name: "Feature Views", - data: data.mergedFVList || [], - getLink: (item: any) => `/p/${projectName}/feature-view/${item.name}`, - }, - { - name: "Feature Services", - data: data.objects.featureServices || [], - getLink: (item: any) => { - const serviceName = item?.name || item?.spec?.name; - return serviceName - ? `/p/${projectName}/feature-service/${serviceName}` - : "#"; - }, - }, - ] - : []; - // Helper function to extract project ID from an item const getProjectId = (item: any): string => { // Try different possible locations for the project field @@ -151,6 +122,18 @@ const Layout = () => { return `/p/${project}/feature-view/${item.name}`; }, }, + { + name: "Label Views", + data: (globalData.objects.labelViews || []).map((item: any) => ({ + ...item, + projectId: getProjectId(item), + })), + getLink: (item: any) => { + const lvName = item?.name || item?.spec?.name; + const project = item?.projectId || getProjectId(item); + return `/p/${project}/label-view/${lvName}`; + }, + }, { name: "Feature Services", data: (globalData.objects.featureServices || []).map((item: any) => ({ @@ -188,52 +171,52 @@ const Layout = () => { }, []); return ( - - - setIsCommandPaletteOpen(false)} - categories={globalCategories} - /> - - - - - - {registryPath && ( - - - - - + + + + setIsCommandPaletteOpen(false)} + categories={globalCategories} + /> + + + + + + {registryPath && ( + + + + + +

+ +

+ + )} + + + +

- -

- - )} - - - - -

- {data && (

{ backgroundColor: "var(--euiPageBackgroundColor)", borderBottom: "1px solid #D3DAE6", boxShadow: "0px 1px 5px rgba(0, 0, 0, 0.05)", - padding: "16px", + padding: "12px 16px", width: "100%", }} > - - - - + + {data && ( + +

+ +

+ + )} + {!data && } + + {projectName && ( + + + Refresh + + + )} + + {isAuthEnabled && user && ( + + setIsUserMenuOpen((v) => !v)} + style={{ + display: "flex", + alignItems: "center", + gap: 8, + background: "none", + border: "none", + cursor: "pointer", + padding: "4px 8px", + borderRadius: 6, + }} + aria-label="User menu" + > + + + {user.username} + + + + } + isOpen={isUserMenuOpen} + closePopover={() => setIsUserMenuOpen(false)} + anchorPosition="downRight" + panelPaddingSize="m" + > +

+ + + + + + + {user.username} + + {user.email && ( + + {user.email} + + )} + + + + {user.roles.length > 0 && ( + <> + + + Roles + + +

+ {user.roles + .filter( + (r) => + ![ + "default-roles-feast", + "offline_access", + "uma_authorization", + ].includes(r), + ) + .map((role) => ( + + + {role} + + + ))} +

+ + )} + + {user.groups.length > 0 && ( + <> + + + Groups + + +

+ {user.groups.map((group) => ( + + {group} + + ))} +

+ + )} + + + + Sign out + +

+ + + )}

- )} -

- +

+ +

- - - - + + + + + + ); }; diff --git a/ui/src/pages/ProjectOverviewPage.tsx b/ui/src/pages/ProjectOverviewPage.tsx index 839fbcc5d89..017c32d56e7 100644 --- a/ui/src/pages/ProjectOverviewPage.tsx +++ b/ui/src/pages/ProjectOverviewPage.tsx @@ -1,4 +1,4 @@ -import React, { useContext } from "react"; +import React from "react"; import { EuiPageTemplate, EuiText, @@ -7,8 +7,6 @@ import { EuiTitle, EuiSpacer, EuiSkeletonText, - EuiEmptyPrompt, - EuiFieldSearch, EuiPanel, EuiStat, EuiCard, @@ -17,54 +15,107 @@ import { import { useDocumentTitle } from "../hooks/useDocumentTitle"; import ObjectsCountStats from "../components/ObjectsCountStats"; import ExplorePanel from "../components/ExplorePanel"; -import useLoadRegistry from "../queries/useLoadRegistry"; -import RegistryPathContext from "../contexts/RegistryPathContext"; -import RegistryVisualizationTab from "../components/RegistryVisualizationTab"; -import RegistrySearch from "../components/RegistrySearch"; +import useResourceQuery, { + restFeatureViewsToMergedList, + restLabelViewsFromResponse, +} from "../queries/useResourceQuery"; import { useParams, useNavigate } from "react-router-dom"; import { useLoadProjectsList } from "../contexts/ProjectListContext"; +import type { genericFVType } from "../parsers/mergedFVTypes"; + +const getItemProject = (item: any): string => + item?.project || item?.spec?.project || ""; // Component for "All Projects" view const AllProjectsDashboard = () => { - const registryUrl = useContext(RegistryPathContext); const navigate = useNavigate(); const { data: projectsData } = useLoadProjectsList(); - const { data: registryData } = useLoadRegistry(registryUrl); - if (!registryData) { + const fvQuery = useResourceQuery({ + resourceType: "all-proj-fvs", + restPath: "/feature_views/all?limit=100&include_relationships=true", + restSelect: restFeatureViewsToMergedList, + }); + + const entQuery = useResourceQuery({ + resourceType: "all-proj-entities", + restPath: "/entities/all?limit=100", + restSelect: (d) => d.entities, + }); + + const dsQuery = useResourceQuery({ + resourceType: "all-proj-ds", + restPath: "/data_sources/all?limit=100", + restSelect: (d) => d.dataSources, + }); + + const fsQuery = useResourceQuery({ + resourceType: "all-proj-fs", + restPath: "/feature_services/all?limit=100", + restSelect: (d) => d.featureServices, + }); + + const featQuery = useResourceQuery({ + resourceType: "all-proj-features", + restPath: "/features/all?limit=100", + restSelect: (d) => d.features, + }); + + const lvQuery = useResourceQuery({ + resourceType: "all-proj-lvs", + restPath: "/label_views/all?limit=100&include_relationships=true", + restSelect: restLabelViewsFromResponse, + }); + + const settled = (q: { isSuccess: boolean; isError: boolean }) => + q.isSuccess || q.isError; + const allSettled = + settled(fvQuery) && + settled(entQuery) && + settled(dsQuery) && + settled(fsQuery) && + settled(featQuery) && + settled(lvQuery); + + if (!allSettled) { return ; } - // Calculate total counts across all projects + const allFVs = fvQuery.data || []; + const allEntities = entQuery.data || []; + const allDS = dsQuery.data || []; + const allFS = fsQuery.data || []; + const allFeatures = featQuery.data || []; + const allLabelViews = lvQuery.data || []; + const totalCounts = { - featureViews: registryData.objects.featureViews?.length || 0, - entities: registryData.objects.entities?.length || 0, - dataSources: registryData.objects.dataSources?.length || 0, - featureServices: registryData.objects.featureServices?.length || 0, - features: registryData.allFeatures?.length || 0, + featureViews: fvQuery.isPermissionDenied ? null : allFVs.length, + entities: entQuery.isPermissionDenied ? null : allEntities.length, + dataSources: dsQuery.isPermissionDenied ? null : allDS.length, + featureServices: fsQuery.isPermissionDenied ? null : allFS.length, + features: featQuery.isPermissionDenied ? null : allFeatures.length, + labelViews: lvQuery.isPermissionDenied ? null : allLabelViews.length, }; - // Get projects from registry and count their objects const projects = projectsData?.projects.filter((p) => p.id !== "all") || []; const projectStats = projects.map((project) => { - const projectFVs = - registryData.objects.featureViews?.filter( - (fv: any) => fv?.spec?.project === project.id, - ) || []; - const projectEntities = - registryData.objects.entities?.filter( - (e: any) => e?.spec?.project === project.id, - ) || []; - const projectFeatures = - registryData.allFeatures?.filter((f: any) => f?.project === project.id) || - []; + const matchesProject = (item: any) => getItemProject(item) === project.id; return { ...project, counts: { - featureViews: projectFVs.length, - entities: projectEntities.length, - features: projectFeatures.length, + featureViews: fvQuery.isPermissionDenied + ? null + : allFVs.filter((fv: any) => matchesProject(fv.object || fv)).length, + entities: entQuery.isPermissionDenied + ? null + : allEntities.filter(matchesProject).length, + features: featQuery.isPermissionDenied + ? null + : allFeatures.filter(matchesProject).length, + labelViews: lvQuery.isPermissionDenied + ? null + : allLabelViews.filter(matchesProject).length, }, }; }); @@ -92,47 +143,76 @@ const AllProjectsDashboard = () => { - - - - - - - - - - - - - - - + {totalCounts.featureViews != null && ( + + + + )} + {totalCounts.entities != null && ( + + + + )} + {totalCounts.features != null && ( + + + + )} + {totalCounts.featureServices != null && ( + + + + )} + {totalCounts.dataSources != null && ( + + + + )} + {totalCounts.labelViews != null && totalCounts.labelViews > 0 && ( + + + + + + + + + + + + + )} @@ -156,33 +236,53 @@ const AllProjectsDashboard = () => { > - - - {project.counts.featureViews} -
- - Feature Views - - - - - - {project.counts.entities} -
- - Entities - - - - - - {project.counts.features} -
- - Features - - - + {project.counts.featureViews != null && ( + + + {project.counts.featureViews} +
+ + Feature Views + + + + )} + {project.counts.entities != null && ( + + + {project.counts.entities} +
+ + Entities + + + + )} + {project.counts.features != null && ( + + + {project.counts.features} +
+ + Features + + + + )} + {project.counts.labelViews != null && + project.counts.labelViews > 0 && ( + + + {project.counts.labelViews} +
+ + Label Views + + + + )} @@ -195,112 +295,59 @@ const AllProjectsDashboard = () => { const ProjectOverviewPage = () => { useDocumentTitle("Feast Home"); - const registryUrl = useContext(RegistryPathContext); const { projectName } = useParams<{ projectName: string }>(); - const { isLoading, isSuccess, isError, data } = useLoadRegistry( - registryUrl, - projectName, - ); + const { data: projectsData } = useLoadProjectsList(); // Show aggregated dashboard for "All Projects" view if (projectName === "all") { return ; } - const categories = [ - { - name: "Data Sources", - data: data?.objects.dataSources || [], - getLink: (item: any) => `/p/${projectName}/data-source/${item.name}`, - }, - { - name: "Entities", - data: data?.objects.entities || [], - getLink: (item: any) => `/p/${projectName}/entity/${item.name}`, - }, - { - name: "Features", - data: data?.allFeatures || [], - getLink: (item: any) => { - const featureView = item?.featureView; - return featureView - ? `/p/${projectName}/feature-view/${featureView}/feature/${item.name}` - : "#"; - }, - }, - { - name: "Feature Views", - data: data?.mergedFVList || [], - getLink: (item: any) => `/p/${projectName}/feature-view/${item.name}`, - }, - { - name: "Feature Services", - data: data?.objects.featureServices || [], - getLink: (item: any) => { - const serviceName = item?.name || item?.spec?.name; - return serviceName - ? `/p/${projectName}/feature-service/${serviceName}` - : "#"; - }, - }, - ]; + const currentProject = projectsData?.projects.find( + (p) => p.id === projectName, + ); return (

- {isLoading && } - {isSuccess && data?.project && `Project: ${data.project}`} + {currentProject + ? `Project: ${currentProject.name}` + : projectName + ? `Project: ${projectName}` + : ""}

- {isLoading && } - {isError && ( - Error Loading Project Configs} - body={ -

- There was an error loading the Project Configurations. - Please check that feature_store.yaml file is - available and well-formed. -

- } - /> + {currentProject?.description ? ( + +

{currentProject.description}

+ + ) : ( + +

+ Welcome to your new Feast project. In this UI, you can see + Data Sources, Entities, Features, Feature Views, and Feature + Services registered in Feast. +

+ It looks like this project already has some objects + registered. If you are new to this project, we suggest + starting by exploring the Feature Services, as they represent + the collection of Feature Views serving a particular model. +

+ Note: We encourage you to replace this + welcome message with more suitable content for your team. You + can do so by specifying a project_description in + your feature_store.yaml file. +

+ )} - {isSuccess && - (data?.description ? ( - -

{data.description}

- - ) : ( - -

- Welcome to your new Feast project. In this UI, you can see - Data Sources, Entities, Features, Feature Views, and Feature - Services registered in Feast. -

- It looks like this project already has some objects - registered. If you are new to this project, we suggest - starting by exploring the Feature Services, as they - represent the collection of Feature Views serving a - particular model. -

- Note: We encourage you to replace this - welcome message with more suitable content for your team. - You can do so by specifying a{" "} - project_description in your{" "} - feature_store.yaml file. -

- - ))} diff --git a/ui/src/pages/RootProjectSelectionPage.tsx b/ui/src/pages/RootProjectSelectionPage.tsx index fb488e714bc..6740e266f2a 100644 --- a/ui/src/pages/RootProjectSelectionPage.tsx +++ b/ui/src/pages/RootProjectSelectionPage.tsx @@ -1,7 +1,9 @@ import React, { useEffect } from "react"; import { + EuiButtonEmpty, EuiCard, EuiFlexGrid, + EuiFlexGroup, EuiFlexItem, EuiIcon, EuiSkeletonText, @@ -13,10 +15,12 @@ import { import { useLoadProjectsList } from "../contexts/ProjectListContext"; import { useNavigate } from "react-router-dom"; import FeastIconBlue from "../graphics/FeastIconBlue"; +import { useRegistryRefreshContext } from "../contexts/RegistryRefreshContext"; const RootProjectSelectionPage = () => { const { isLoading, isSuccess, data } = useLoadProjectsList(); const navigate = useNavigate(); + const { refreshing, handleRefresh } = useRegistryRefreshContext(); useEffect(() => { if (data && data.default) { @@ -48,12 +52,27 @@ const RootProjectSelectionPage = () => { return ( - -

Welcome to Feast

- - -

Select one of the projects.

- + + + +

Welcome to Feast

+ + +

Select one of the projects.

+ + + + + Refresh + + + {isLoading && } {isSuccess && data?.projects && ( diff --git a/ui/src/pages/Sidebar.tsx b/ui/src/pages/Sidebar.tsx index 55c8ec805c9..1054b3d8e3c 100644 --- a/ui/src/pages/Sidebar.tsx +++ b/ui/src/pages/Sidebar.tsx @@ -1,10 +1,19 @@ -import React, { useContext, useState } from "react"; +import React, { useState } from "react"; import { EuiIcon, EuiSideNav, htmlIdGenerator } from "@elastic/eui"; import { Link, useParams } from "react-router-dom"; import { useMatchSubpath } from "../hooks/useMatchSubpath"; -import useLoadRegistry from "../queries/useLoadRegistry"; -import RegistryPathContext from "../contexts/RegistryPathContext"; +import useResourceQuery, { + entityListPath, + featureViewListPath, + featureServiceListPath, + dataSourceListPath, + savedDatasetListPath, + featuresListPath, + labelViewListPath, + restFeatureViewsToMergedList, + restLabelViewsFromResponse, +} from "../queries/useResourceQuery"; import { DataSourceIcon } from "../graphics/DataSourceIcon"; import { EntityIcon } from "../graphics/EntityIcon"; @@ -14,11 +23,67 @@ import { DatasetIcon } from "../graphics/DatasetIcon"; import { FeatureIcon } from "../graphics/FeatureIcon"; import { HomeIcon } from "../graphics/HomeIcon"; import { PermissionsIcon } from "../graphics/PermissionsIcon"; +import { LabelViewIcon } from "../graphics/LabelViewIcon"; +import { ComputeEngineIcon } from "../graphics/ComputeEngineIcon"; +import type { genericFVType } from "../parsers/mergedFVTypes"; const SideNav = () => { - const registryUrl = useContext(RegistryPathContext); const { projectName } = useParams(); - const { isSuccess, data } = useLoadRegistry(registryUrl, projectName); + + const { isSuccess: dsSuccess, data: dataSources } = useResourceQuery({ + resourceType: "sidebar-ds", + project: projectName, + restPath: dataSourceListPath(projectName), + restSelect: (d) => d.dataSources, + }); + + const { isSuccess: entSuccess, data: entities } = useResourceQuery({ + resourceType: "sidebar-entities", + project: projectName, + restPath: entityListPath(projectName), + restSelect: (d) => d.entities, + }); + + const { isSuccess: fvSuccess, data: featureViews } = useResourceQuery< + genericFVType[] + >({ + resourceType: "sidebar-fvs", + project: projectName, + restPath: featureViewListPath(projectName), + restSelect: restFeatureViewsToMergedList, + }); + + const { isSuccess: featSuccess, data: features } = useResourceQuery({ + resourceType: "sidebar-features", + project: projectName, + restPath: featuresListPath(projectName), + restSelect: (d) => d.features, + }); + + const { isSuccess: fsSuccess, data: featureServices } = useResourceQuery< + any[] + >({ + resourceType: "sidebar-fs", + project: projectName, + restPath: featureServiceListPath(projectName), + restSelect: (d) => d.featureServices, + }); + + const { isSuccess: sdSuccess, data: savedDatasets } = useResourceQuery( + { + resourceType: "sidebar-sd", + project: projectName, + restPath: savedDatasetListPath(projectName), + restSelect: (d) => d.savedDatasets, + }, + ); + + const { isSuccess: lvSuccess, data: labelViews } = useResourceQuery({ + resourceType: "sidebar-lvs", + project: projectName, + restPath: labelViewListPath(projectName), + restSelect: restLabelViewsFromResponse, + }); const [isSideNavOpenOnMobile, setisSideNavOpenOnMobile] = useState(false); @@ -26,43 +91,16 @@ const SideNav = () => { setisSideNavOpenOnMobile(!isSideNavOpenOnMobile); }; - const dataSourcesLabel = `Data Sources ${ - isSuccess && data?.objects.dataSources - ? `(${data?.objects.dataSources?.length})` - : "" - }`; - - const entitiesLabel = `Entities ${ - isSuccess && data?.objects.entities - ? `(${data?.objects.entities?.length})` - : "" - }`; - - const featureViewsLabel = `Feature Views ${ - isSuccess && data?.mergedFVList && data?.mergedFVList.length > 0 - ? `(${data?.mergedFVList.length})` - : "" - }`; - - const featureListLabel = `Features ${ - isSuccess && data?.allFeatures && data?.allFeatures.length > 0 - ? `(${data?.allFeatures.length})` - : "" - }`; - - const featureServicesLabel = `Feature Services ${ - isSuccess && data?.objects.featureServices - ? `(${data?.objects.featureServices?.length})` - : "" - }`; - - const savedDatasetsLabel = `Datasets ${ - isSuccess && data?.objects.savedDatasets - ? `(${data?.objects.savedDatasets?.length})` - : "" - }`; + const dataSourcesLabel = `Data Sources ${dsSuccess && dataSources ? `(${dataSources.length})` : ""}`; + const entitiesLabel = `Entities ${entSuccess && entities ? `(${entities.length})` : ""}`; + const featureViewsLabel = `Feature Views ${fvSuccess && featureViews && featureViews.length > 0 ? `(${featureViews.length})` : ""}`; + const featureListLabel = `Features ${featSuccess && features && features.length > 0 ? `(${features.length})` : ""}`; + const featureServicesLabel = `Feature Services ${fsSuccess && featureServices ? `(${featureServices.length})` : ""}`; + const savedDatasetsLabel = `Datasets ${sdSuccess && savedDatasets ? `(${savedDatasets.length})` : ""}`; + const labelViewsLabel = `Label Views ${lvSuccess && labelViews && labelViews.length > 0 ? `(${labelViews.length})` : ""}`; const baseUrl = `/p/${projectName}`; + const monitoringSelected = useMatchSubpath(`${baseUrl}/monitoring`); const sideNav: React.ComponentProps["items"] = [ { @@ -124,6 +162,15 @@ const SideNav = () => { ), isSelected: useMatchSubpath(`${baseUrl}/feature-service`), }, + { + name: labelViewsLabel, + id: htmlIdGenerator("labelViews")(), + icon: , + renderItem: (props) => ( + + ), + isSelected: useMatchSubpath(`${baseUrl}/label-view`), + }, { name: savedDatasetsLabel, id: htmlIdGenerator("savedDatasets")(), @@ -131,15 +178,6 @@ const SideNav = () => { renderItem: (props) => , isSelected: useMatchSubpath(`${baseUrl}/data-set`), }, - { - name: "Data Labeling", - id: htmlIdGenerator("dataLabeling")(), - icon: , - renderItem: (props) => ( - - ), - isSelected: useMatchSubpath(`${baseUrl}/data-labeling`), - }, { name: "Permissions", id: htmlIdGenerator("permissions")(), @@ -149,6 +187,24 @@ const SideNav = () => { ), isSelected: useMatchSubpath(`${baseUrl}/permissions`), }, + { + name: "Monitoring", + id: htmlIdGenerator("monitoring")(), + icon: , + renderItem: (props: any) => ( + + ), + isSelected: monitoringSelected, + }, + { + name: "Compute & Jobs", + id: htmlIdGenerator("computeEngine")(), + icon: , + renderItem: (props: any) => ( + + ), + isSelected: useMatchSubpath(`${baseUrl}/compute-engine`), + }, ], }, ]; diff --git a/ui/src/pages/compute-engines/Index.tsx b/ui/src/pages/compute-engines/Index.tsx new file mode 100644 index 00000000000..f03d4e2269f --- /dev/null +++ b/ui/src/pages/compute-engines/Index.tsx @@ -0,0 +1,548 @@ +import React, { useMemo, useState } from "react"; +import { Route, Routes, useNavigate, useParams } from "react-router-dom"; + +import { + EuiPageTemplate, + EuiLoadingSpinner, + EuiFlexGroup, + EuiFlexItem, + EuiStat, + EuiSpacer, + EuiPanel, + EuiHorizontalRule, + EuiTitle, + EuiText, + EuiBadge, + EuiBasicTable, + EuiDescriptionList, + EuiDescriptionListTitle, + EuiDescriptionListDescription, + EuiHealth, + EuiFilterGroup, + EuiFilterButton, + EuiCallOut, +} from "@elastic/eui"; + +import { ComputeEngineIcon } from "../../graphics/ComputeEngineIcon"; +import { useMatchExact, useMatchSubpath } from "../../hooks/useMatchSubpath"; +import { useDocumentTitle } from "../../hooks/useDocumentTitle"; +import { + useLoadComputeEngine, + FeatureViewEngineInfo, +} from "../../queries/useLoadComputeEngine"; +import EuiCustomLink from "../../components/EuiCustomLink"; + +interface MaterializationJobRow { + id: string; + featureView: string; + status: "SUCCEEDED" | "RUNNING" | "ERROR" | "WAITING"; + rangeStart: string; + rangeEnd: string; + sortKey: number; +} + +function formatRange(iso: string | undefined): string { + if (!iso) return "—"; + try { + return new Date(iso).toLocaleString(); + } catch { + return iso; + } +} + +function buildJobsFromFeatureViews( + featureViewInfos: FeatureViewEngineInfo[], +): MaterializationJobRow[] { + const jobs: MaterializationJobRow[] = []; + + featureViewInfos.forEach((fv) => { + if (fv.materializationIntervals && fv.materializationIntervals.length > 0) { + fv.materializationIntervals.forEach((interval, idx) => { + const startTime = + (interval as any).startTime || (interval as any).start_time; + const endTime = (interval as any).endTime || (interval as any).end_time; + + const sortMs = endTime + ? new Date(endTime).getTime() + : startTime + ? new Date(startTime).getTime() + : 0; + + jobs.push({ + id: `${fv.name}-${idx}`, + featureView: fv.name, + status: "SUCCEEDED", + rangeStart: formatRange(startTime), + rangeEnd: formatRange(endTime), + sortKey: sortMs, + }); + }); + } + }); + + return jobs.sort((a, b) => { + try { + return b.sortKey - a.sortKey; + } catch { + return 0; + } + }); +} + +const statusColorMap: Record = { + SUCCEEDED: "success", + RUNNING: "primary", + ERROR: "danger", + WAITING: "subdued", +}; + +const OverviewTab = ({ + engineInfo, + featureViewInfos, + projectName, +}: { + engineInfo: any; + featureViewInfos: FeatureViewEngineInfo[]; + projectName: string | undefined; +}) => { + const materializedCount = featureViewInfos.filter( + (fv) => fv.lastMaterialized, + ).length; + const overrideCount = featureViewInfos.filter((fv) => fv.hasOverride).length; + + const fvColumns = [ + { + name: "Feature View", + field: "name", + sortable: true, + render: (name: string) => ( + + {name} + + ), + }, + { + name: "Type", + field: "type", + sortable: true, + render: (type: string) => {type}, + }, + { + name: "Online", + field: "online", + render: (online: boolean) => ( + + {online ? "Yes" : "No"} + + ), + }, + { + name: "Last Materialized", + field: "lastMaterialized", + render: (val: string | undefined) => { + if (!val) + return ( + + Never + + ); + try { + return new Date(val).toLocaleString(); + } catch { + return val; + } + }, + }, + { + name: "Engine Override", + field: "hasOverride", + render: (hasOverride: boolean, item: any) => { + if (!hasOverride) { + return ( + + None + + ); + } + const keys = item.overrides ? Object.keys(item.overrides) : []; + return ( + + {keys.length > 0 ? keys.join(", ") : "Custom"} + + ); + }, + }, + ]; + + return ( + + + + + + + + + + + + + + + + + + + + +

Engine Configuration

+ + + + Type + + + {engineInfo?.engineType || "local"} + + + + Class + + {engineInfo?.engineClass || "LocalComputeEngine"} + + + + {engineInfo?.config && + Object.entries(engineInfo.config).filter( + ([key, value]) => key !== "type" && value != null && value !== "", + ).length > 0 && ( + <> + + +

Parameters

+ + + + {Object.entries(engineInfo.config) + .filter( + ([key, value]) => + key !== "type" && value != null && value !== "", + ) + .map(([key, value]) => ( + + {key} + + {typeof value === "object" + ? JSON.stringify(value, null, 2) + : String(value)} + + + ))} + + + )} + + + + + +

Feature Views Using This Engine

+ + + {featureViewInfos.length > 0 ? ( + ({ + "data-test-subj": `row-${item.name}`, + })} + /> + ) : ( + + No feature views found in this project. + + )} + + ); +}; + +const JobsTab = ({ + engineInfo, + featureViewInfos, + projectName, +}: { + engineInfo: any; + featureViewInfos: FeatureViewEngineInfo[]; + projectName: string | undefined; +}) => { + const [statusFilter, setStatusFilter] = useState(null); + + const jobs = useMemo( + () => buildJobsFromFeatureViews(featureViewInfos), + [featureViewInfos], + ); + + const filteredJobs = statusFilter + ? jobs.filter((j) => j.status === statusFilter) + : jobs; + + const succeededCount = jobs.filter((j) => j.status === "SUCCEEDED").length; + const failedCount = jobs.filter((j) => j.status === "ERROR").length; + const runningCount = jobs.filter((j) => j.status === "RUNNING").length; + + const columns = [ + { + name: "Job ID", + field: "id", + sortable: true, + render: (id: string) => ( + + {id} + + ), + }, + { + name: "Feature View", + field: "featureView", + sortable: true, + render: (name: string) => ( + + {name} + + ), + }, + { + name: "Engine", + field: "id", + render: () => ( + {engineInfo?.engineType || "local"} + ), + }, + { + name: "Status", + field: "status", + sortable: true, + render: (status: string) => ( + + {status} + + ), + }, + { + name: "Range Start", + field: "rangeStart", + sortable: true, + }, + { + name: "Range End", + field: "rangeEnd", + }, + ]; + + return ( + + + + + + + + + + + + + + + + + + + + + +

Filter by Status

+ + + + + setStatusFilter(null)} + > + All + + + setStatusFilter( + statusFilter === "SUCCEEDED" ? null : "SUCCEEDED", + ) + } + numFilters={succeededCount} + > + Succeeded + + + setStatusFilter(statusFilter === "RUNNING" ? null : "RUNNING") + } + numFilters={runningCount} + > + Running + + + setStatusFilter(statusFilter === "ERROR" ? null : "ERROR") + } + numFilters={failedCount} + > + Failed + + + + + + + + {filteredJobs.length > 0 ? ( + ({ + "data-test-subj": `row-${item.id}`, + })} + /> + ) : ( + + {jobs.length === 0 + ? "No materialization jobs found. Run 'feast materialize' to create jobs." + : "No jobs match the selected filter."} + + )} + + ); +}; + +const Index = () => { + const { projectName } = useParams(); + const navigate = useNavigate(); + + const { + isLoading, + isSuccess, + isError, + isPermissionDenied, + engineInfo, + featureViewInfos, + } = useLoadComputeEngine(projectName); + + useDocumentTitle(`Compute & Jobs | Feast`); + + return ( + + navigate(""), + }, + { + label: "Jobs", + isSelected: useMatchSubpath("jobs"), + onClick: () => navigate("jobs"), + }, + ]} + /> + + {isLoading && ( +

+ Loading +

+ )} + {isPermissionDenied && ( + +

You do not have permission to view compute engines.

+ + )} + {isError && !isPermissionDenied && ( +

We encountered an error while loading.

+ )} + {isSuccess && ( + + + } + /> + + } + /> + + )} + + + ); +}; + +export default Index; diff --git a/ui/src/pages/data-sources/DataSourceCatalog.tsx b/ui/src/pages/data-sources/DataSourceCatalog.tsx new file mode 100644 index 00000000000..61653b6cc0e --- /dev/null +++ b/ui/src/pages/data-sources/DataSourceCatalog.tsx @@ -0,0 +1,379 @@ +import React, { useState } from "react"; +import { + EuiFlexGroup, + EuiFlexItem, + EuiPanel, + EuiText, + EuiTitle, + EuiSpacer, + EuiButton, + EuiBadge, +} from "@elastic/eui"; +import { feast } from "../../protos"; +import { + BigQueryIcon, + SnowflakeIcon, + RedshiftIcon, + KafkaIcon, + SparkIcon, + FileIcon, + RequestSourceIcon, + PushSourceIcon, + KinesisIcon, + TrinoIcon, + AthenaIcon, + CustomSourceIcon, + RayIcon, + PostgresIcon, + MongoDBIcon, + SqlServerIcon, + OracleIcon, + CouchbaseIcon, + ClickHouseIcon, +} from "../../graphics/data-source-icons"; + +interface DataSourceTypeInfo { + id: string; + sourceType: string; + name: string; + description: string; + icon: React.FC>; + category: "batch" | "stream" | "on-demand"; + color: string; + contrib?: boolean; +} + +const DATA_SOURCE_TYPES: DataSourceTypeInfo[] = [ + { + id: "bigquery", + sourceType: String(feast.core.DataSource.SourceType.BATCH_BIGQUERY), + name: "BigQuery", + description: + "Google Cloud's serverless data warehouse. Ideal for large-scale analytics and ML feature computation.", + icon: BigQueryIcon, + category: "batch", + color: "#4285F4", + }, + { + id: "snowflake", + sourceType: String(feast.core.DataSource.SourceType.BATCH_SNOWFLAKE), + name: "Snowflake", + description: + "Cloud-native data platform with elastic scaling. Connect to your Snowflake tables for feature engineering.", + icon: SnowflakeIcon, + category: "batch", + color: "#29B5E8", + }, + { + id: "redshift", + sourceType: String(feast.core.DataSource.SourceType.BATCH_REDSHIFT), + name: "Redshift", + description: + "AWS fully managed data warehouse. Pull features from your Redshift clusters with fast parallel queries.", + icon: RedshiftIcon, + category: "batch", + color: "#205B97", + }, + { + id: "spark", + sourceType: String(feast.core.DataSource.SourceType.BATCH_SPARK), + name: "Spark", + description: + "Apache Spark data source for distributed processing. Access tables via Spark catalog or direct file paths.", + icon: SparkIcon, + category: "batch", + color: "#E25A1C", + }, + { + id: "file", + sourceType: String(feast.core.DataSource.SourceType.BATCH_FILE), + name: "File (Parquet / CSV)", + description: + "Read features from Parquet or CSV files stored in S3, GCS, HDFS, or local filesystem.", + icon: FileIcon, + category: "batch", + color: "#4CAF50", + }, + { + id: "trino", + sourceType: String(feast.core.DataSource.SourceType.BATCH_TRINO), + name: "Trino", + description: + "Distributed SQL query engine for big data analytics. Query data across heterogeneous sources via Trino catalog.", + icon: TrinoIcon, + category: "batch", + color: "#DD00A1", + }, + { + id: "athena", + sourceType: String(feast.core.DataSource.SourceType.BATCH_ATHENA), + name: "AWS Athena", + description: + "Serverless interactive query service on AWS. Run SQL queries directly against data in S3 without infrastructure.", + icon: AthenaIcon, + category: "batch", + color: "#8C4FFF", + }, + { + id: "iceberg", + sourceType: String(feast.core.DataSource.SourceType.BATCH_ICEBERG), + name: "Iceberg / Unity Catalog", + description: + "Apache Iceberg REST Catalog source. Connect to Unity Catalog or any Iceberg REST-compatible catalog for governed feature data.", + icon: CustomSourceIcon, + category: "batch", + color: "#3B82F6", + }, + { + id: "kafka", + sourceType: String(feast.core.DataSource.SourceType.STREAM_KAFKA), + name: "Kafka", + description: + "Real-time event streaming platform. Ingest features from Kafka topics for low-latency serving.", + icon: KafkaIcon, + category: "stream", + color: "#231F20", + }, + { + id: "kinesis", + sourceType: String(feast.core.DataSource.SourceType.STREAM_KINESIS), + name: "AWS Kinesis", + description: + "Managed real-time data streaming on AWS. Capture and process streaming data at scale for real-time features.", + icon: KinesisIcon, + category: "stream", + color: "#FF9900", + }, + { + id: "request-source", + sourceType: String(feast.core.DataSource.SourceType.REQUEST_SOURCE), + name: "Request Source", + description: + "Features provided at request time by the caller. No external storage needed — values come from the client.", + icon: RequestSourceIcon, + category: "on-demand", + color: "#7B61FF", + }, + { + id: "push-source", + sourceType: String(feast.core.DataSource.SourceType.PUSH_SOURCE), + name: "Push Source", + description: + "Push-based ingestion source. Clients push feature values directly to the online/offline store.", + icon: PushSourceIcon, + category: "on-demand", + color: "#FF6B35", + }, + { + id: "ray", + sourceType: "RAY_SOURCE", + name: "Ray", + description: + "Multi-format data source powered by Ray. Read images, HuggingFace datasets, Parquet, CSV, MongoDB, and more via Ray Data.", + icon: RayIcon, + category: "batch", + color: "#00A2E8", + contrib: true, + }, + { + id: "postgres", + sourceType: "POSTGRES_SOURCE", + name: "PostgreSQL", + description: + "Open-source relational database. Query feature data from PostgreSQL tables with full SQL support.", + icon: PostgresIcon, + category: "batch", + color: "#336791", + contrib: true, + }, + { + id: "mongodb", + sourceType: "MONGODB_SOURCE", + name: "MongoDB", + description: + "Document-oriented NoSQL database. Access feature data stored in MongoDB collections.", + icon: MongoDBIcon, + category: "batch", + color: "#00684A", + contrib: true, + }, + { + id: "clickhouse", + sourceType: "CLICKHOUSE_SOURCE", + name: "ClickHouse", + description: + "Column-oriented OLAP database for real-time analytics. High-performance queries for feature retrieval.", + icon: ClickHouseIcon, + category: "batch", + color: "#FFCC00", + contrib: true, + }, + { + id: "mssql", + sourceType: "MSSQL_SOURCE", + name: "SQL Server", + description: + "Microsoft SQL Server data source. Connect to MSSQL databases for enterprise feature data.", + icon: SqlServerIcon, + category: "batch", + color: "#CC2927", + contrib: true, + }, + { + id: "oracle", + sourceType: "ORACLE_SOURCE", + name: "Oracle", + description: + "Oracle Database data source. Pull features from Oracle tables and views for enterprise workloads.", + icon: OracleIcon, + category: "batch", + color: "#F80000", + contrib: true, + }, + { + id: "couchbase", + sourceType: "COUCHBASE_SOURCE", + name: "Couchbase", + description: + "Couchbase Columnar analytics source. Run SQL++ queries across distributed data in Couchbase.", + icon: CouchbaseIcon, + category: "batch", + color: "#EA2328", + contrib: true, + }, + { + id: "custom-source", + sourceType: String(feast.core.DataSource.SourceType.CUSTOM_SOURCE), + name: "Custom Source", + description: + "Plugin-based data source for custom integrations. Extend Feast with your own data source implementation.", + icon: CustomSourceIcon, + category: "batch", + color: "#607D8B", + }, +]; + +const CATEGORY_LABELS: Record = { + batch: { label: "Batch", color: "primary" }, + stream: { label: "Streaming", color: "accent" }, + "on-demand": { label: "On-Demand", color: "warning" }, +}; + +interface DataSourceCatalogProps { + onSelectType: (sourceType: string) => void; +} + +const SourceCard: React.FC<{ + dsType: DataSourceTypeInfo; + isHovered: boolean; + onHover: (id: string | null) => void; + onSelect: (sourceType: string) => void; +}> = ({ dsType, isHovered, onHover, onSelect }) => { + const categoryInfo = CATEGORY_LABELS[dsType.category]; + + return ( + + onHover(dsType.id)} + onMouseLeave={() => onHover(null)} + style={{ + height: "100%", + display: "flex", + flexDirection: "column", + transition: "all 0.2s ease", + transform: isHovered ? "translateY(-2px)" : "none", + borderTop: `3px solid ${dsType.color}`, + cursor: "pointer", + }} + onClick={() => onSelect(dsType.sourceType)} + > + + +

+ +

+ + + +

{dsType.name}

+ + + + + {categoryInfo.label} + + + + + + + +

{dsType.description}

+ + + + + { + e.stopPropagation(); + onSelect(dsType.sourceType); + }} + iconType="plusInCircle" + size="s" + > + Create Connection + + + + ); +}; + +const DataSourceCatalog: React.FC = ({ + onSelectType, +}) => { + const [hoveredId, setHoveredId] = useState(null); + + return ( +

+ +

+ Choose a data source type to create a new connection. Each type has + its own configuration tailored to the underlying storage system. +

+ + + + + {DATA_SOURCE_TYPES.map((dsType) => ( + + ))} + +

+ ); +}; + +export default DataSourceCatalog; +export { DATA_SOURCE_TYPES }; +export type { DataSourceTypeInfo }; diff --git a/ui/src/pages/data-sources/DataSourceInstance.tsx b/ui/src/pages/data-sources/DataSourceInstance.tsx index 1ed2cfa5eab..574da82114e 100644 --- a/ui/src/pages/data-sources/DataSourceInstance.tsx +++ b/ui/src/pages/data-sources/DataSourceInstance.tsx @@ -1,21 +1,343 @@ -import React from "react"; +import React, { useState } from "react"; import { Route, Routes, useNavigate, useParams } from "react-router-dom"; -import { EuiPageTemplate } from "@elastic/eui"; +import { + EuiPageTemplate, + EuiButton, + EuiButtonEmpty, + EuiConfirmModal, +} from "@elastic/eui"; import { DataSourceIcon } from "../../graphics/DataSourceIcon"; import { useMatchExact } from "../../hooks/useMatchSubpath"; import { useDocumentTitle } from "../../hooks/useDocumentTitle"; import DataSourceRawData from "./DataSourceRawData"; import DataSourceOverviewTab from "./DataSourceOverviewTab"; +import DataSourceFormModal, { + DataSourceFormData, +} from "../../components/DataSourceFormModal"; +import { + useApplyDataSource, + useDeleteDataSource, +} from "../../queries/mutations/useDataSourceMutations"; +import useLoadDataSource from "./useLoadDataSource"; +import { feast } from "../../protos"; import { useDataSourceCustomTabs, useDataSourceCustomTabRoutes, } from "../../custom-tabs/TabsRegistryContext"; +const buildEditFormData = (ds: any): DataSourceFormData => { + const spec = ds.spec || ds; + const tags = spec.tags + ? Object.entries(spec.tags).map(([key, value]) => ({ + key, + value: value as string, + })) + : []; + + return { + name: spec.name || ds.name || "", + description: spec.description || ds.description || "", + owner: spec.owner || ds.owner || "", + sourceType: String(spec.type ?? ds.type ?? 0), + timestampField: spec.timestampField || ds.timestampField || "", + createdTimestampColumn: + spec.createdTimestampColumn || ds.createdTimestampColumn || "", + tags, + // File + fileUri: spec.fileOptions?.uri || ds.fileOptions?.uri || "", + fileFormat: + spec.fileOptions?.fileFormat || ds.fileOptions?.fileFormat || "parquet", + fileS3EndpointOverride: + spec.fileOptions?.s3EndpointOverride || + ds.fileOptions?.s3EndpointOverride || + "", + // BigQuery + bigqueryTable: + spec.bigqueryOptions?.table || ds.bigqueryOptions?.table || "", + bigqueryQuery: + spec.bigqueryOptions?.query || ds.bigqueryOptions?.query || "", + bigqueryDatePartitionColumn: + spec.datePartitionColumn || ds.datePartitionColumn || "", + // Snowflake + snowflakeTable: + spec.snowflakeOptions?.table || ds.snowflakeOptions?.table || "", + snowflakeDatabase: + spec.snowflakeOptions?.database || ds.snowflakeOptions?.database || "", + snowflakeSchema: + spec.snowflakeOptions?.schema || ds.snowflakeOptions?.schema || "", + snowflakeQuery: + spec.snowflakeOptions?.query || ds.snowflakeOptions?.query || "", + snowflakeWarehouse: + spec.snowflakeOptions?.warehouse || ds.snowflakeOptions?.warehouse || "", + // Redshift + redshiftTable: + spec.redshiftOptions?.table || ds.redshiftOptions?.table || "", + redshiftDatabase: + spec.redshiftOptions?.database || ds.redshiftOptions?.database || "", + redshiftSchema: + spec.redshiftOptions?.schema || ds.redshiftOptions?.schema || "", + redshiftQuery: + spec.redshiftOptions?.query || ds.redshiftOptions?.query || "", + // Kafka + kafkaBootstrapServers: + spec.kafkaOptions?.kafkaBootstrapServers || + ds.kafkaOptions?.kafkaBootstrapServers || + "", + kafkaTopic: spec.kafkaOptions?.topic || ds.kafkaOptions?.topic || "", + kafkaMessageFormat: + spec.kafkaOptions?.messageFormat || + ds.kafkaOptions?.messageFormat || + "json", + kafkaWatermarkDelay: + spec.kafkaOptions?.watermarkDelayThreshold || + ds.kafkaOptions?.watermarkDelayThreshold || + "", + // Spark + sparkTable: spec.sparkOptions?.table || ds.sparkOptions?.table || "", + sparkPath: spec.sparkOptions?.path || ds.sparkOptions?.path || "", + sparkQuery: spec.sparkOptions?.query || ds.sparkOptions?.query || "", + sparkFileFormat: + spec.sparkOptions?.fileFormat || ds.sparkOptions?.fileFormat || "", + sparkTableFormat: + spec.sparkOptions?.tableFormat?.formatType || + ds.sparkOptions?.tableFormat?.formatType || + "", + sparkTableFormatCatalog: + spec.sparkOptions?.tableFormat?.catalog || + ds.sparkOptions?.tableFormat?.catalog || + "", + sparkTableFormatNamespace: + spec.sparkOptions?.tableFormat?.namespace || + ds.sparkOptions?.tableFormat?.namespace || + "", + sparkTableFormatProperties: (() => { + const props = + spec.sparkOptions?.tableFormat?.properties || + ds.sparkOptions?.tableFormat?.properties; + return props ? JSON.stringify(props) : ""; + })(), + sparkDatePartitionColumn: + spec.sparkOptions?.datePartitionColumn || + ds.sparkOptions?.datePartitionColumn || + spec.datePartitionColumn || + ds.datePartitionColumn || + "", + sparkDatePartitionFormat: + spec.sparkOptions?.datePartitionColumnFormat || + ds.sparkOptions?.datePartitionColumnFormat || + "%Y-%m-%d", + // Kinesis + kinesisRegion: + spec.kinesisOptions?.region || ds.kinesisOptions?.region || "", + kinesisStreamName: + spec.kinesisOptions?.streamName || ds.kinesisOptions?.streamName || "", + kinesisRecordFormat: + spec.kinesisOptions?.recordFormat || + ds.kinesisOptions?.recordFormat || + "json", + // Trino + trinoTable: spec.trinoOptions?.table || ds.trinoOptions?.table || "", + trinoQuery: spec.trinoOptions?.query || ds.trinoOptions?.query || "", + // Athena + athenaTable: spec.athenaOptions?.table || ds.athenaOptions?.table || "", + athenaQuery: spec.athenaOptions?.query || ds.athenaOptions?.query || "", + athenaDatabase: + spec.athenaOptions?.database || ds.athenaOptions?.database || "", + athenaDataSource: + spec.athenaOptions?.dataSource || ds.athenaOptions?.dataSource || "", + athenaDatePartitionColumn: + spec.datePartitionColumn || ds.datePartitionColumn || "", + // Custom + customSourceClassName: + spec.customOptions?.className || ds.customOptions?.className || "", + customSourceConfig: + spec.customOptions?.config || ds.customOptions?.config || "", + // Iceberg + ...(() => { + const configStr = + spec.customOptions?.configuration || + ds.customOptions?.configuration || + ""; + if ( + String(spec.type ?? ds.type ?? 0) === + String(feast.core.DataSource.SourceType.BATCH_ICEBERG) && + configStr + ) { + try { + const cfg = JSON.parse(configStr); + return { + icebergCatalogType: cfg.catalog_type || "rest", + icebergEndpoint: cfg.endpoint || "", + icebergWarehouse: cfg.warehouse || "", + icebergNamespace: cfg.namespace || "", + icebergTable: cfg.table || "", + icebergTokenEnvVar: cfg.token_env_var || "", + icebergCredentialVending: String(cfg.credential_vending ?? true), + icebergCatalogProperties: cfg.catalog_properties + ? JSON.stringify(cfg.catalog_properties) + : "", + }; + } catch { + /* ignore parse errors */ + } + } + return { + icebergCatalogType: "rest", + icebergEndpoint: "", + icebergWarehouse: "", + icebergNamespace: "", + icebergTable: "", + icebergTokenEnvVar: "", + icebergCredentialVending: "true", + icebergCatalogProperties: "", + }; + })(), + // Ray + rayReaderType: "", + rayPath: "", + rayReaderOptions: "", + // Postgres + postgresTable: "", + postgresQuery: "", + // MongoDB + mongodbCollection: "", + // ClickHouse + clickhouseTable: "", + clickhouseQuery: "", + // MSSQL + mssqlTable: "", + mssqlConnectionStr: "", + mssqlDatePartitionColumn: "", + // Oracle + oracleTable: "", + oracleConnectionStr: "", + oracleDatePartitionColumn: "", + // Couchbase + couchbaseDatabase: "", + couchbaseScope: "", + couchbaseCollection: "", + couchbaseQuery: "", + }; +}; + +const formDataToPayload = (formData: DataSourceFormData, project: string) => { + const payload: Record = { + name: formData.name, + project, + type: parseInt(formData.sourceType, 10), + timestamp_field: formData.timestampField, + created_timestamp_column: formData.createdTimestampColumn, + description: formData.description, + owner: formData.owner, + tags: Object.fromEntries( + formData.tags.filter((t) => t.key.trim()).map((t) => [t.key, t.value]), + ), + }; + + const st = formData.sourceType; + if (st === String(feast.core.DataSource.SourceType.BATCH_FILE)) { + payload.file_options = { + uri: formData.fileUri, + file_format: formData.fileFormat || "parquet", + s3_endpoint_override: formData.fileS3EndpointOverride || "", + }; + } else if (st === String(feast.core.DataSource.SourceType.BATCH_BIGQUERY)) { + payload.bigquery_options = { + table: formData.bigqueryTable, + query: formData.bigqueryQuery, + }; + if (formData.bigqueryDatePartitionColumn) { + payload.date_partition_column = formData.bigqueryDatePartitionColumn; + } + } else if (st === String(feast.core.DataSource.SourceType.BATCH_SNOWFLAKE)) { + payload.snowflake_options = { + table: formData.snowflakeTable, + database: formData.snowflakeDatabase, + schema_: formData.snowflakeSchema, + query: formData.snowflakeQuery || "", + warehouse: formData.snowflakeWarehouse || "", + }; + } else if (st === String(feast.core.DataSource.SourceType.BATCH_REDSHIFT)) { + payload.redshift_options = { + table: formData.redshiftTable, + database: formData.redshiftDatabase, + schema_: formData.redshiftSchema, + query: formData.redshiftQuery || "", + }; + } else if (st === String(feast.core.DataSource.SourceType.STREAM_KAFKA)) { + payload.kafka_options = { + kafka_bootstrap_servers: formData.kafkaBootstrapServers, + topic: formData.kafkaTopic, + message_format: formData.kafkaMessageFormat || "json", + watermark_delay_threshold: formData.kafkaWatermarkDelay || "", + }; + } else if (st === String(feast.core.DataSource.SourceType.BATCH_SPARK)) { + payload.spark_options = { + table: formData.sparkTable, + path: formData.sparkPath, + query: formData.sparkQuery || "", + file_format: formData.sparkFileFormat || "", + table_format: formData.sparkTableFormat || "", + table_format_catalog: formData.sparkTableFormatCatalog || "", + table_format_namespace: formData.sparkTableFormatNamespace || "", + table_format_properties: formData.sparkTableFormatProperties || "", + date_partition_column: formData.sparkDatePartitionColumn || "", + date_partition_column_format: formData.sparkDatePartitionFormat || "", + }; + } else if (st === String(feast.core.DataSource.SourceType.BATCH_TRINO)) { + payload.trino_options = { + table: formData.trinoTable, + query: formData.trinoQuery, + }; + } else if (st === String(feast.core.DataSource.SourceType.BATCH_ATHENA)) { + payload.athena_options = { + table: formData.athenaTable, + query: formData.athenaQuery, + database: formData.athenaDatabase, + data_source: formData.athenaDataSource, + }; + if (formData.athenaDatePartitionColumn) { + payload.date_partition_column = formData.athenaDatePartitionColumn; + } + } else if (st === String(feast.core.DataSource.SourceType.BATCH_ICEBERG)) { + const catalogProps = formData.icebergCatalogProperties.trim() + ? JSON.parse(formData.icebergCatalogProperties) + : {}; + payload.custom_options = { + configuration: JSON.stringify({ + catalog_type: formData.icebergCatalogType || "rest", + endpoint: formData.icebergEndpoint, + warehouse: formData.icebergWarehouse, + namespace: formData.icebergNamespace, + table: formData.icebergTable, + token_env_var: formData.icebergTokenEnvVar || null, + credential_vending: formData.icebergCredentialVending !== "false", + catalog_properties: catalogProps, + }), + }; + payload.data_source_class_type = + "feast.infra.data_sources.contrib.iceberg_catalog.iceberg_source.IcebergSource"; + } else if (st === String(feast.core.DataSource.SourceType.STREAM_KINESIS)) { + payload.kinesis_options = { + region: formData.kinesisRegion, + stream_name: formData.kinesisStreamName, + record_format: formData.kinesisRecordFormat || "json", + }; + } else if (st === String(feast.core.DataSource.SourceType.CUSTOM_SOURCE)) { + payload.custom_options = { + class_name: formData.customSourceClassName, + config: formData.customSourceConfig, + }; + } + + return payload; +}; + const DataSourceInstance = () => { const navigate = useNavigate(); - let { dataSourceName } = useParams(); + let { dataSourceName, projectName } = useParams(); useDocumentTitle(`${dataSourceName} | Data Source | Feast`); @@ -34,12 +356,66 @@ const DataSourceInstance = () => { const CustomTabRoutes = useDataSourceCustomTabRoutes(); + const { data } = useLoadDataSource(dataSourceName || ""); + const applyDataSource = useApplyDataSource(); + const deleteDataSource = useDeleteDataSource(); + + const [showDeleteConfirm, setShowDeleteConfirm] = useState(false); + const [isEditModalOpen, setIsEditModalOpen] = useState(false); + const [editError, setEditError] = useState(null); + + const handleDelete = () => { + deleteDataSource.mutate( + { name: dataSourceName || "", project: projectName || "" }, + { + onSuccess: () => { + navigate(`/p/${projectName}/data-source`); + }, + }, + ); + }; + + const handleEditSubmit = (formData: DataSourceFormData) => { + const payload = formDataToPayload(formData, projectName || ""); + applyDataSource.mutate(payload as any, { + onSuccess: () => { + setIsEditModalOpen(false); + setEditError(null); + }, + onError: (err: unknown) => { + const message = + err instanceof Error ? err.message : "An unexpected error occurred."; + setEditError(message); + }, + }); + }; + return ( { + setEditError(null); + setIsEditModalOpen(true); + }} + > + Edit + , + setShowDeleteConfirm(true)} + > + Delete + , + ]} tabs={tabs} /> @@ -49,6 +425,37 @@ const DataSourceInstance = () => { {CustomTabRoutes} + + {showDeleteConfirm && ( + setShowDeleteConfirm(false)} + onConfirm={handleDelete} + cancelButtonText="Cancel" + confirmButtonText="Delete" + buttonColor="danger" + isLoading={deleteDataSource.isLoading} + > +

+ This will permanently remove the data source. This action cannot be + undone. +

+ + )} + + {isEditModalOpen && data && ( + { + setIsEditModalOpen(false); + setEditError(null); + }} + onSubmit={handleEditSubmit} + initialData={buildEditFormData(data)} + isEdit + isSubmitting={applyDataSource.isLoading} + submitError={editError} + /> + )} ); }; diff --git a/ui/src/pages/data-sources/DataSourceOverviewTab.tsx b/ui/src/pages/data-sources/DataSourceOverviewTab.tsx index d702034a558..831e90b91d1 100644 --- a/ui/src/pages/data-sources/DataSourceOverviewTab.tsx +++ b/ui/src/pages/data-sources/DataSourceOverviewTab.tsx @@ -13,29 +13,34 @@ import { EuiDescriptionListDescription, EuiSpacer, } from "@elastic/eui"; -import React, { useContext } from "react"; +import React from "react"; import { useParams } from "react-router-dom"; -import PermissionsDisplay from "../../components/PermissionsDisplay"; -import RegistryPathContext from "../../contexts/RegistryPathContext"; -import { FEAST_FCO_TYPES } from "../../parsers/types"; -import { feast } from "../../protos"; -import useLoadRegistry from "../../queries/useLoadRegistry"; -import { getEntityPermissions } from "../../utils/permissionUtils"; import BatchSourcePropertiesView from "./BatchSourcePropertiesView"; import FeatureViewEdgesList from "../entities/FeatureViewEdgesList"; import RequestDataSourceSchemaTable from "./RequestDataSourceSchemaTable"; import useLoadDataSource from "./useLoadDataSource"; +import { feast } from "../../protos"; const DataSourceOverviewTab = () => { - let { dataSourceName, projectName } = useParams(); - const registryUrl = useContext(RegistryPathContext); - const registryQuery = useLoadRegistry(registryUrl, projectName); + const { dataSourceName } = useParams(); const dsName = dataSourceName === undefined ? "" : dataSourceName; const { isLoading, isSuccess, isError, data, consumingFeatureViews } = useLoadDataSource(dsName); const isEmpty = data === undefined; + const viewTypesForDs: Record | undefined = + consumingFeatureViews && consumingFeatureViews.length > 0 + ? consumingFeatureViews.reduce((acc: Record, f: any) => { + acc[f.target.name] = + f.target.type === "labelView" ? "labelView" : "featureView"; + return acc; + }, {}) + : undefined; + + const spec = data?.spec || data; + const sourceType = spec?.type; + return ( {isLoading && ( @@ -56,16 +61,82 @@ const DataSourceOverviewTab = () => {

Properties

- {data.fileOptions || data.bigqueryOptions ? ( - - ) : data.type ? ( + {spec?.fileOptions || spec?.bigqueryOptions ? ( + + ) : String(sourceType) === + String(feast.core.DataSource.SourceType.BATCH_ICEBERG) ? ( + (() => { + let cfg: any = {}; + try { + cfg = JSON.parse( + spec?.customOptions?.configuration || "{}", + ); + } catch { + /* ignore */ + } + return ( + + + Source Type + + + Iceberg / Unity Catalog + + + Catalog Type + + + {cfg.catalog_type || "rest"} + + {cfg.endpoint && ( + <> + + Endpoint + + + {cfg.endpoint} + + + )} + + Warehouse + + + {cfg.warehouse || "—"} + + + Namespace + + + {cfg.namespace || "—"} + + + Table + + + {cfg.table || "—"} + + {cfg.token_env_var && ( + <> + + Token Env Variable + + + {cfg.token_env_var} + + + )} + + ); + })() + ) : sourceType ? ( Source Type - {feast.core.DataSource.SourceType[data.type]} + {sourceType} @@ -78,7 +149,7 @@ const DataSourceOverviewTab = () => { - {data.requestDataOptions ? ( + {spec?.requestDataOptions ? (

Request Source Schema

@@ -86,7 +157,7 @@ const DataSourceOverviewTab = () => { { + data?.requestDataOptions?.schema!.map((obj: any) => { return { fieldName: obj.name!, valueType: obj.valueType!, @@ -104,37 +175,18 @@ const DataSourceOverviewTab = () => { -

Consuming Feature Views

Consuming Views

{consumingFeatureViews && consumingFeatureViews.length > 0 ? ( { + fvNames={consumingFeatureViews.map((f: any) => { return f.target.name; })} + viewTypes={viewTypesForDs} /> ) : ( - No consuming feature views - )} - - - - -

Permissions

- - - {registryQuery.data?.permissions ? ( - - ) : ( - - No permissions defined for this data source. - + No consuming views )} diff --git a/ui/src/pages/data-sources/DataSourcesListingTable.tsx b/ui/src/pages/data-sources/DataSourcesListingTable.tsx index c314a4dfb94..c08060dd0e4 100644 --- a/ui/src/pages/data-sources/DataSourcesListingTable.tsx +++ b/ui/src/pages/data-sources/DataSourcesListingTable.tsx @@ -32,8 +32,11 @@ const DatasourcesListingTable = ({ name: "Type", field: "type", sortable: true, - render: (valueType: feast.core.DataSource.SourceType) => { - return feast.core.DataSource.SourceType[valueType]; + render: (valueType: feast.core.DataSource.SourceType | string) => { + if (typeof valueType === "string") { + return valueType; + } + return feast.core.DataSource.SourceType[valueType] || String(valueType); }, }, ]; diff --git a/ui/src/pages/data-sources/Index.tsx b/ui/src/pages/data-sources/Index.tsx index 96aef712aec..c8422d3943a 100644 --- a/ui/src/pages/data-sources/Index.tsx +++ b/ui/src/pages/data-sources/Index.tsx @@ -1,4 +1,4 @@ -import React, { useContext } from "react"; +import React, { useMemo, useState } from "react"; import { useParams } from "react-router-dom"; import { @@ -9,52 +9,175 @@ import { EuiTitle, EuiFieldSearch, EuiSpacer, + EuiButton, + EuiCallOut, } from "@elastic/eui"; -import useLoadRegistry from "../../queries/useLoadRegistry"; import DatasourcesListingTable from "./DataSourcesListingTable"; +import DataSourceCatalog from "./DataSourceCatalog"; import { useDocumentTitle } from "../../hooks/useDocumentTitle"; -import RegistryPathContext from "../../contexts/RegistryPathContext"; -import DataSourceIndexEmptyState from "./DataSourceIndexEmptyState"; import { DataSourceIcon } from "../../graphics/DataSourceIcon"; import { useSearchQuery } from "../../hooks/useSearchInputWithTags"; import { feast } from "../../protos"; import ExportButton from "../../components/ExportButton"; +import DataSourceFormModal, { + DataSourceFormData, +} from "../../components/DataSourceFormModal"; +import { useApplyDataSource } from "../../queries/mutations/useDataSourceMutations"; +import useResourceQuery, { + dataSourceListPath, +} from "../../queries/useResourceQuery"; const useLoadDatasources = () => { - const registryUrl = useContext(RegistryPathContext); const { projectName } = useParams(); - const registryQuery = useLoadRegistry(registryUrl, projectName); - - const data = - registryQuery.data === undefined - ? undefined - : registryQuery.data.objects.dataSources; - - return { - ...registryQuery, - data, - }; + return useResourceQuery({ + resourceType: "data-sources-list", + project: projectName, + restPath: dataSourceListPath(projectName), + restSelect: (d) => d.dataSources, + }); }; -const filterFn = (data: feast.core.IDataSource[], searchTokens: string[]) => { - let filteredByTags = data; - +const filterFn = (data: any[], searchTokens: string[]) => { if (searchTokens.length) { - return filteredByTags.filter((entry) => { + return data.filter((entry) => { + const name = entry.name || entry.spec?.name || ""; return searchTokens.find((token) => { - return ( - token.length >= 3 && entry.name && entry.name.indexOf(token) >= 0 - ); + return token.length >= 3 && name.indexOf(token) >= 0; }); }); } - return filteredByTags; + return data; +}; + +const formDataToPayload = (formData: DataSourceFormData, project: string) => { + const payload: Record = { + name: formData.name, + project, + type: parseInt(formData.sourceType, 10), + timestamp_field: formData.timestampField, + created_timestamp_column: formData.createdTimestampColumn, + description: formData.description, + owner: formData.owner, + tags: Object.fromEntries( + formData.tags.filter((t) => t.key.trim()).map((t) => [t.key, t.value]), + ), + }; + + const st = formData.sourceType; + if (st === String(feast.core.DataSource.SourceType.BATCH_FILE)) { + payload.file_options = { + uri: formData.fileUri, + file_format: formData.fileFormat || "parquet", + s3_endpoint_override: formData.fileS3EndpointOverride || "", + }; + } else if (st === String(feast.core.DataSource.SourceType.BATCH_BIGQUERY)) { + payload.bigquery_options = { + table: formData.bigqueryTable, + query: formData.bigqueryQuery, + }; + if (formData.bigqueryDatePartitionColumn) { + payload.date_partition_column = formData.bigqueryDatePartitionColumn; + } + } else if (st === String(feast.core.DataSource.SourceType.BATCH_SNOWFLAKE)) { + payload.snowflake_options = { + table: formData.snowflakeTable, + database: formData.snowflakeDatabase, + schema_: formData.snowflakeSchema, + query: formData.snowflakeQuery || "", + warehouse: formData.snowflakeWarehouse || "", + }; + } else if (st === String(feast.core.DataSource.SourceType.BATCH_REDSHIFT)) { + payload.redshift_options = { + table: formData.redshiftTable, + database: formData.redshiftDatabase, + schema_: formData.redshiftSchema, + query: formData.redshiftQuery || "", + }; + } else if (st === String(feast.core.DataSource.SourceType.STREAM_KAFKA)) { + payload.kafka_options = { + kafka_bootstrap_servers: formData.kafkaBootstrapServers, + topic: formData.kafkaTopic, + message_format: formData.kafkaMessageFormat || "json", + watermark_delay_threshold: formData.kafkaWatermarkDelay || "", + }; + } else if (st === String(feast.core.DataSource.SourceType.BATCH_SPARK)) { + payload.spark_options = { + table: formData.sparkTable, + path: formData.sparkPath, + query: formData.sparkQuery || "", + file_format: formData.sparkFileFormat || "", + table_format: formData.sparkTableFormat || "", + table_format_catalog: formData.sparkTableFormatCatalog || "", + table_format_namespace: formData.sparkTableFormatNamespace || "", + table_format_properties: formData.sparkTableFormatProperties || "", + date_partition_column: formData.sparkDatePartitionColumn || "", + date_partition_column_format: formData.sparkDatePartitionFormat || "", + }; + } else if (st === String(feast.core.DataSource.SourceType.BATCH_TRINO)) { + payload.trino_options = { + table: formData.trinoTable, + query: formData.trinoQuery, + }; + } else if (st === String(feast.core.DataSource.SourceType.BATCH_ATHENA)) { + payload.athena_options = { + table: formData.athenaTable, + query: formData.athenaQuery, + database: formData.athenaDatabase, + data_source: formData.athenaDataSource, + }; + if (formData.athenaDatePartitionColumn) { + payload.date_partition_column = formData.athenaDatePartitionColumn; + } + } else if (st === String(feast.core.DataSource.SourceType.BATCH_ICEBERG)) { + const catalogProps = formData.icebergCatalogProperties.trim() + ? JSON.parse(formData.icebergCatalogProperties) + : {}; + payload.custom_options = { + configuration: JSON.stringify({ + catalog_type: formData.icebergCatalogType || "rest", + endpoint: formData.icebergEndpoint, + warehouse: formData.icebergWarehouse, + namespace: formData.icebergNamespace, + table: formData.icebergTable, + token_env_var: formData.icebergTokenEnvVar || null, + credential_vending: formData.icebergCredentialVending !== "false", + catalog_properties: catalogProps, + }), + }; + payload.data_source_class_type = + "feast.infra.data_sources.contrib.iceberg_catalog.iceberg_source.IcebergSource"; + } else if (st === String(feast.core.DataSource.SourceType.STREAM_KINESIS)) { + payload.kinesis_options = { + region: formData.kinesisRegion, + stream_name: formData.kinesisStreamName, + record_format: formData.kinesisRecordFormat || "json", + }; + } else if (st === String(feast.core.DataSource.SourceType.CUSTOM_SOURCE)) { + payload.custom_options = { + class_name: formData.customSourceClassName, + config: formData.customSourceConfig, + }; + } + + return payload; }; const Index = () => { - const { isLoading, isSuccess, isError, data } = useLoadDatasources(); + const { projectName } = useParams(); + const { isLoading, isSuccess, isError, isPermissionDenied, data } = + useLoadDatasources(); + const isAllProjects = projectName === "all"; + + const [showCatalog, setShowCatalog] = useState(false); + const [isModalOpen, setIsModalOpen] = useState(false); + const [preselectedSourceType, setPreselectedSourceType] = useState< + string | null + >(null); + const [successMessage, setSuccessMessage] = useState(null); + const [errorMessage, setErrorMessage] = useState(null); + const applyDataSource = useApplyDataSource(); useDocumentTitle(`Data Sources | Feast`); @@ -62,6 +185,115 @@ const Index = () => { const filterResult = data ? filterFn(data, searchTokens) : data; + const hasExistingSources = isSuccess && data && data.length > 0; + const isEmpty = isSuccess && (!data || data.length === 0); + + const modalInitialData = useMemo(() => { + if (!preselectedSourceType) return undefined; + return { + name: "", + description: "", + owner: "", + sourceType: preselectedSourceType, + timestampField: "", + createdTimestampColumn: "", + tags: [] as { key: string; value: string }[], + fileUri: "", + fileFormat: "parquet", + fileS3EndpointOverride: "", + bigqueryTable: "", + bigqueryQuery: "", + bigqueryDatePartitionColumn: "", + snowflakeTable: "", + snowflakeDatabase: "", + snowflakeSchema: "", + snowflakeQuery: "", + snowflakeWarehouse: "", + redshiftTable: "", + redshiftDatabase: "", + redshiftSchema: "", + redshiftQuery: "", + kafkaBootstrapServers: "", + kafkaTopic: "", + kafkaMessageFormat: "json", + kafkaWatermarkDelay: "", + sparkTable: "", + sparkPath: "", + sparkQuery: "", + sparkFileFormat: "parquet", + sparkTableFormat: "", + sparkTableFormatCatalog: "", + sparkTableFormatNamespace: "", + sparkTableFormatProperties: "", + sparkDatePartitionColumn: "", + sparkDatePartitionFormat: "%Y-%m-%d", + kinesisRegion: "", + kinesisStreamName: "", + kinesisRecordFormat: "json", + trinoTable: "", + trinoQuery: "", + athenaTable: "", + athenaQuery: "", + athenaDatabase: "", + athenaDataSource: "", + athenaDatePartitionColumn: "", + customSourceClassName: "", + customSourceConfig: "", + icebergCatalogType: "rest", + icebergEndpoint: "", + icebergWarehouse: "", + icebergNamespace: "", + icebergTable: "", + icebergTokenEnvVar: "", + icebergCredentialVending: "true", + icebergCatalogProperties: "", + rayReaderType: "parquet", + rayPath: "", + rayReaderOptions: "", + postgresTable: "", + postgresQuery: "", + mongodbCollection: "", + clickhouseTable: "", + clickhouseQuery: "", + mssqlTable: "", + mssqlConnectionStr: "", + mssqlDatePartitionColumn: "", + oracleTable: "", + oracleConnectionStr: "", + oracleDatePartitionColumn: "", + couchbaseDatabase: "", + couchbaseScope: "", + couchbaseCollection: "", + couchbaseQuery: "", + }; + }, [preselectedSourceType]); + + const handleSelectType = (sourceType: string) => { + setPreselectedSourceType(sourceType); + setIsModalOpen(true); + }; + + const handleCreateSubmit = (formData: DataSourceFormData) => { + const payload = formDataToPayload(formData, projectName || ""); + applyDataSource.mutate(payload as any, { + onSuccess: () => { + setIsModalOpen(false); + setPreselectedSourceType(null); + setShowCatalog(false); + setErrorMessage(null); + setSuccessMessage( + `Data source "${formData.name}" created successfully.`, + ); + setTimeout(() => setSuccessMessage(null), 5000); + }, + onError: (err: unknown) => { + const message = + err instanceof Error ? err.message : "An unexpected error occurred."; + setErrorMessage(message); + }, + }); + }; + return ( { iconType={DataSourceIcon} pageTitle="Data Sources" rightSideItems={[ + ...(isAllProjects || showCatalog + ? [] + : [ + setShowCatalog(true)} + key="create" + > + Create Data Source + , + ]), , ]} /> - {isLoading && ( -

- Loading -

+ {successMessage && ( + <> + + + )} - {isError &&

We encountered an error while loading.

} - {isSuccess && !data && } - {isSuccess && data && data.length > 0 && filterResult && ( - - - - -

Search

+ {errorMessage && !isModalOpen && ( + <> + + + + )} + + {showCatalog && !isAllProjects && ( + <> + + + +

Select a Data Source Type

- { - setSearchString(e.target.value); - }} - /> + {hasExistingSources && ( + + setShowCatalog(false)} + iconType="arrowLeft" + size="s" + > + Back to Data Sources + + + )} - - + + + )} + + {!showCatalog && ( + <> + {isLoading && ( +

+ Loading +

+ )} + {isPermissionDenied && ( + +

You do not have permission to view data sources.

+ + )} + {isError && !isPermissionDenied && ( +

We encountered an error while loading.

+ )} + {isEmpty && !isAllProjects && ( + <> + +

No data sources yet — create your first connection

+ + + + + )} + {isEmpty && isAllProjects && ( +

No data sources found across projects.

+ )} + {hasExistingSources && filterResult && ( + + + + +

Search

+ + { + setSearchString(e.target.value); + }} + /> + + + + + + )} + )} + + {isModalOpen && ( + { + setIsModalOpen(false); + setPreselectedSourceType(null); + setErrorMessage(null); + }} + onSubmit={handleCreateSubmit} + isSubmitting={applyDataSource.isLoading} + submitError={errorMessage} + initialData={modalInitialData} + /> + )} ); }; diff --git a/ui/src/pages/data-sources/RequestDataSourceSchemaTable.tsx b/ui/src/pages/data-sources/RequestDataSourceSchemaTable.tsx index a55aeac0280..f671042dd85 100644 --- a/ui/src/pages/data-sources/RequestDataSourceSchemaTable.tsx +++ b/ui/src/pages/data-sources/RequestDataSourceSchemaTable.tsx @@ -20,8 +20,9 @@ const RequestDataSourceSchemaTable = ({ fields }: RequestDataSourceSchema) => { { name: "Value Type", field: "valueType", - render: (valueType: feast.types.ValueType.Enum) => { - return feast.types.ValueType.Enum[valueType]; + render: (valueType: feast.types.ValueType.Enum | string) => { + if (typeof valueType === "string") return valueType; + return feast.types.ValueType.Enum[valueType] || String(valueType || ""); }, }, ]; diff --git a/ui/src/pages/data-sources/useLoadDataSource.ts b/ui/src/pages/data-sources/useLoadDataSource.ts index 43f697fca03..c099e78f917 100644 --- a/ui/src/pages/data-sources/useLoadDataSource.ts +++ b/ui/src/pages/data-sources/useLoadDataSource.ts @@ -1,35 +1,35 @@ -import { useContext } from "react"; import { useParams } from "react-router-dom"; -import RegistryPathContext from "../../contexts/RegistryPathContext"; -import { FEAST_FCO_TYPES } from "../../parsers/types"; -import useLoadRegistry from "../../queries/useLoadRegistry"; +import useResourceQuery, { + dataSourceDetailPath, +} from "../../queries/useResourceQuery"; const useLoadDataSource = (dataSourceName: string) => { - const registryUrl = useContext(RegistryPathContext); const { projectName } = useParams(); - const registryQuery = useLoadRegistry(registryUrl, projectName); - const data = - registryQuery.data === undefined - ? undefined - : registryQuery.data.objects.dataSources?.find( - (ds) => ds.name === dataSourceName, - ); + const dsQuery = useResourceQuery({ + resourceType: `data-source:${dataSourceName}`, + project: projectName, + restPath: dataSourceDetailPath(dataSourceName, projectName || ""), + restSelect: (d) => ({ + dataSource: d, + relationships: d?.relationships || [], + }), + enabled: !!dataSourceName, + }); - const consumingFeatureViews = - registryQuery.data === undefined - ? undefined - : registryQuery.data.relationships.filter((relationship) => { - return ( - relationship.source.type === FEAST_FCO_TYPES.dataSource && - relationship.source.name === data?.name && - relationship.target.type === FEAST_FCO_TYPES.featureView - ); - }); + const dataSource = dsQuery.data?.dataSource; + const relationships = dsQuery.data?.relationships || []; + + const consumingFeatureViews = relationships.filter( + (rel: any) => + rel?.source?.type === "dataSource" && + (rel?.target?.type === "featureView" || + rel?.target?.type === "labelView"), + ); return { - ...registryQuery, - data, + ...dsQuery, + data: dataSource, consumingFeatureViews, }; }; diff --git a/ui/src/pages/document-labeling/ClassificationTab.tsx b/ui/src/pages/document-labeling/ClassificationTab.tsx deleted file mode 100644 index 302b03cd9fa..00000000000 --- a/ui/src/pages/document-labeling/ClassificationTab.tsx +++ /dev/null @@ -1,310 +0,0 @@ -import React, { useState } from "react"; -import { - EuiPageSection, - EuiCallOut, - EuiSpacer, - EuiFlexGroup, - EuiFlexItem, - EuiFormRow, - EuiFieldText, - EuiButton, - EuiPanel, - EuiTitle, - EuiText, - EuiTable, - EuiTableHeader, - EuiTableHeaderCell, - EuiTableBody, - EuiTableRow, - EuiTableRowCell, - EuiSelect, - EuiLoadingSpinner, -} from "@elastic/eui"; - -interface ClassificationData { - id: number; - text: string; - currentClass: string; - originalClass?: string; -} - -const ClassificationTab = () => { - const [csvPath, setCsvPath] = useState("./src/sample-data.csv"); - const [isLoading, setIsLoading] = useState(false); - const [data, setData] = useState([]); - const [error, setError] = useState(null); - const [availableClasses] = useState(["positive", "negative", "neutral"]); - - const loadCsvData = async () => { - if (!csvPath) return; - - setIsLoading(true); - setError(null); - - try { - if (csvPath === "./src/sample-data.csv") { - const sampleData: ClassificationData[] = [ - { - id: 1, - text: "This product is amazing! I love the quality and design.", - currentClass: "positive", - originalClass: "positive", - }, - { - id: 2, - text: "The service was terrible and the food was cold.", - currentClass: "negative", - originalClass: "negative", - }, - { - id: 3, - text: "It's an okay product, nothing special but does the job.", - currentClass: "neutral", - originalClass: "neutral", - }, - { - id: 4, - text: "Excellent customer support and fast delivery!", - currentClass: "positive", - originalClass: "positive", - }, - { - id: 5, - text: "I'm not sure how I feel about this purchase.", - currentClass: "neutral", - originalClass: "positive", - }, - ]; - - setData(sampleData); - } else { - throw new Error( - "CSV file not found. Please use the sample data path: ./src/sample-data.csv", - ); - } - } catch (err) { - setError( - err instanceof Error - ? err.message - : "An error occurred while loading the CSV data", - ); - } finally { - setIsLoading(false); - } - }; - - const handleClassChange = (id: number, newClass: string) => { - setData( - data.map((item) => - item.id === id ? { ...item, currentClass: newClass } : item, - ), - ); - }; - - const getChangedItems = () => { - return data.filter((item) => item.currentClass !== item.originalClass); - }; - - const resetChanges = () => { - setData( - data.map((item) => ({ ...item, currentClass: item.originalClass || "" })), - ); - }; - - const saveChanges = () => { - const changedItems = getChangedItems(); - console.log("Saving classification changes:", changedItems); - alert(`Saved ${changedItems.length} classification changes!`); - }; - - const columns = [ - { - field: "id", - name: "ID", - width: "60px", - }, - { - field: "text", - name: "Text", - width: "60%", - }, - { - field: "originalClass", - name: "Original Class", - width: "15%", - }, - { - field: "currentClass", - name: "Current Class", - width: "20%", - }, - ]; - - return ( - - -

- Load a CSV file containing text samples and edit their classification - labels. This helps improve your classification models by providing - corrected training data. -

- - - - - - - - setCsvPath(e.target.value)} - /> - - - - - - Load CSV Data - - - - - - - - {isLoading && ( - - - - - - Loading CSV data... - - - )} - - {error && ( - -

{error}

- - )} - - {data.length > 0 && ( - <> - - - -

Classification Data ({data.length} samples)

- - - - - - - Reset Changes - - - - - Save Changes ({getChangedItems().length}) - - - - - - - - - - - - {columns.map((column, index) => ( - - {column.name} - - ))} - - - {data.map((item) => ( - - {item.id} - - {item.text} - - - - {item.originalClass} - - - - ({ - value: cls, - text: cls, - }))} - value={item.currentClass} - onChange={(e) => - handleClassChange(item.id, e.target.value) - } - compressed - /> - - - ))} - - - - - {getChangedItems().length > 0 && ( - <> - - -

- You have unsaved changes. Click "Save Changes" to persist your - modifications. -

- - - )} - - )} - - ); -}; - -export default ClassificationTab; diff --git a/ui/src/pages/document-labeling/DocumentLabelingPage.tsx b/ui/src/pages/document-labeling/DocumentLabelingPage.tsx deleted file mode 100644 index 5563d6328c1..00000000000 --- a/ui/src/pages/document-labeling/DocumentLabelingPage.tsx +++ /dev/null @@ -1,66 +0,0 @@ -import React, { useState } from "react"; -import { - EuiPage, - EuiPageBody, - EuiPageSection, - EuiPageHeader, - EuiTitle, - EuiSpacer, - EuiTabs, - EuiTab, -} from "@elastic/eui"; -import RagTab from "./RagTab"; -import ClassificationTab from "./ClassificationTab"; - -const DocumentLabelingPage = () => { - const [selectedTab, setSelectedTab] = useState("rag"); - - const tabs = [ - { - id: "rag", - name: "RAG", - content: , - }, - { - id: "classification", - name: "Classification", - content: , - }, - ]; - - const selectedTabContent = tabs.find( - (tab) => tab.id === selectedTab, - )?.content; - - return ( - - - - -

Data Labeling

- - - - - - {tabs.map((tab) => ( - setSelectedTab(tab.id)} - isSelected={tab.id === selectedTab} - > - {tab.name} - - ))} - - - - - {selectedTabContent} - - - - ); -}; - -export default DocumentLabelingPage; diff --git a/ui/src/pages/document-labeling/RagTab.tsx b/ui/src/pages/document-labeling/RagTab.tsx deleted file mode 100644 index ae5fd22aea7..00000000000 --- a/ui/src/pages/document-labeling/RagTab.tsx +++ /dev/null @@ -1,615 +0,0 @@ -import React, { useState } from "react"; -import { - EuiPageSection, - EuiCallOut, - EuiSpacer, - EuiFlexGroup, - EuiFlexItem, - EuiFormRow, - EuiFieldText, - EuiButton, - EuiPanel, - EuiTitle, - EuiText, - EuiLoadingSpinner, - EuiButtonGroup, - EuiCode, - EuiTextArea, -} from "@elastic/eui"; -import { useTheme } from "../../contexts/ThemeContext"; - -interface DocumentContent { - content: string; - file_path: string; -} - -interface TextSelection { - text: string; - start: number; - end: number; -} - -interface DocumentLabel { - text: string; - start: number; - end: number; - label: string; - timestamp: number; - groundTruthLabel: string; -} - -const RagTab = () => { - const { colorMode } = useTheme(); - const [filePath, setFilePath] = useState("./src/test-document.txt"); - const [selectedText, setSelectedText] = useState(null); - const [labelingMode, setLabelingMode] = useState("relevant"); - const [labels, setLabels] = useState([]); - const [isLoading, setIsLoading] = useState(false); - const [documentContent, setDocumentContent] = - useState(null); - const [error, setError] = useState(null); - const [prompt, setPrompt] = useState(""); - const [query, setQuery] = useState(""); - const [groundTruthLabel, setGroundTruthLabel] = useState(""); - const [isSaving, setIsSaving] = useState(false); - const [hasUnsavedChanges, setHasUnsavedChanges] = useState(false); - - const loadDocument = async () => { - if (!filePath) return; - - setIsLoading(true); - setError(null); - - try { - if (filePath === "./src/test-document.txt") { - const testContent = `This is a sample document for testing the data labeling functionality in Feast UI. - -The document contains multiple paragraphs and sections that can be used to test the text highlighting and labeling features. - -This paragraph discusses machine learning and artificial intelligence concepts. It covers topics like neural networks, deep learning, and natural language processing. Users should be able to select and label relevant portions of this text for RAG retrieval systems. - -Another section focuses on data engineering and ETL pipelines. This content explains how to process large datasets and build scalable data infrastructure. The labeling system should allow users to mark this as relevant or irrelevant for their specific use cases. - -The final paragraph contains information about feature stores and real-time machine learning systems. This text can be used to test the highlighting functionality and ensure that labels are properly stored and displayed in the user interface.`; - - setDocumentContent({ - content: testContent, - file_path: filePath, - }); - - loadSavedLabels(); - } else { - throw new Error( - "Document not found. Please use the test document path: ./src/test-document.txt", - ); - } - } catch (err) { - setError( - err instanceof Error - ? err.message - : "An error occurred while loading the document", - ); - } finally { - setIsLoading(false); - } - }; - - const handleTextSelection = () => { - const selection = window.getSelection(); - if (selection && selection.toString().trim() && documentContent) { - const selectedTextContent = selection.toString().trim(); - const range = selection.getRangeAt(0); - - const textContent = documentContent.content; - - let startIndex = -1; - let endIndex = -1; - - const rangeText = range.toString(); - if (rangeText) { - startIndex = textContent.indexOf(rangeText); - if (startIndex !== -1) { - endIndex = startIndex + rangeText.length; - } - } - - if (startIndex !== -1 && endIndex !== -1) { - setSelectedText({ - text: selectedTextContent, - start: startIndex, - end: endIndex, - }); - } - } - }; - - const handleLabelSelection = () => { - if (selectedText) { - const newLabel: DocumentLabel = { - text: selectedText.text, - start: selectedText.start, - end: selectedText.end, - label: labelingMode, - timestamp: Date.now(), - groundTruthLabel: groundTruthLabel, - }; - - setLabels([...labels, newLabel]); - setSelectedText(null); - setHasUnsavedChanges(true); - - const selection = window.getSelection(); - if (selection) { - selection.removeAllRanges(); - } - } - }; - - const handleRemoveLabel = (index: number) => { - setLabels(labels.filter((_: DocumentLabel, i: number) => i !== index)); - setHasUnsavedChanges(true); - }; - - const saveLabels = () => { - setIsSaving(true); - - setTimeout(() => { - try { - const saveData = { - filePath: filePath, - prompt: prompt, - query: query, - groundTruthLabel: groundTruthLabel, - labels: labels, - timestamp: new Date().toISOString(), - }; - - const pathParts = filePath.split("/"); - const filename = pathParts[pathParts.length - 1]; - const nameWithoutExt = filename.replace(/\.[^/.]+$/, ""); - const downloadFilename = `${nameWithoutExt}-labels.json`; - - const jsonString = JSON.stringify(saveData, null, 2); - const blob = new Blob([jsonString], { type: "application/json" }); - const url = URL.createObjectURL(blob); - - const link = document.createElement("a"); - link.href = url; - link.download = downloadFilename; - link.style.display = "none"; - - document.body.appendChild(link); - link.click(); - document.body.removeChild(link); - URL.revokeObjectURL(url); - - setHasUnsavedChanges(false); - alert( - `Successfully saved ${labels.length} labels. File downloaded as ${downloadFilename}`, - ); - } catch (error) { - console.error("Error saving labels:", error); - alert("Error saving labels. Please try again."); - } finally { - setIsSaving(false); - } - }, 100); - }; - - const loadSavedLabels = () => { - try { - const savedData = JSON.parse(localStorage.getItem("ragLabels") || "[]"); - const fileData = savedData.find( - (item: any) => item.filePath === filePath, - ); - - if (fileData) { - setPrompt(fileData.prompt || ""); - setQuery(fileData.query || ""); - setGroundTruthLabel(fileData.groundTruthLabel || ""); - setLabels(fileData.labels || []); - setHasUnsavedChanges(false); - } - } catch (error) { - console.error("Error loading saved labels:", error); - } - }; - - const renderDocumentWithHighlights = ( - content: string, - ): (string | React.ReactElement)[] => { - const allHighlights = [...labels]; - - if (selectedText) { - allHighlights.push({ - text: selectedText.text, - start: selectedText.start, - end: selectedText.end, - label: "temp-selection", - timestamp: 0, - groundTruthLabel: "", - }); - } - - if (allHighlights.length === 0) { - return [content]; - } - - const sortedHighlights = [...allHighlights].sort( - (a, b) => a.start - b.start, - ); - const result: (string | React.ReactElement)[] = []; - let lastIndex = 0; - - sortedHighlights.forEach((highlight, index) => { - result.push(content.slice(lastIndex, highlight.start)); - - let highlightColor, borderColor; - - if (highlight.label === "temp-selection") { - if (colorMode === "dark") { - highlightColor = "#1a4d66"; - borderColor = "#2d6b8a"; - } else { - highlightColor = "#add8e6"; - borderColor = "#87ceeb"; - } - } else if (highlight.label === "irrelevant") { - if (colorMode === "dark") { - highlightColor = "#4d1a1a"; - borderColor = "#6b2d2d"; - } else { - highlightColor = "#f8d7da"; - borderColor = "#f5c6cb"; - } - } else { - if (colorMode === "dark") { - highlightColor = "#1a4d1a"; - borderColor = "#2d6b2d"; - } else { - highlightColor = "#d4edda"; - borderColor = "#c3e6cb"; - } - } - - result.push( - - {highlight.text} - , - ); - - lastIndex = highlight.end; - }); - - result.push(content.slice(lastIndex)); - return result; - }; - - const labelingOptions = [ - { - id: "relevant", - label: "Relevant", - }, - { - id: "irrelevant", - label: "Irrelevant", - }, - ]; - - return ( - - -

- Load a document and highlight text chunks to label them for chunk - extraction/retrieval. Add prompt and query context, then provide - ground truth labels for generation evaluation. -

- - - - - - - - setFilePath(e.target.value)} - /> - - - - - - Load Document - - - - - - - - {isLoading && ( - - - - - - Loading document... - - - )} - - {error && ( - -

{error}

- - )} - - {documentContent && ( - <> - - -

RAG Context

- - - - - - { - setPrompt(e.target.value); - setHasUnsavedChanges(true); - }} - rows={3} - /> - - - - - { - setQuery(e.target.value); - setHasUnsavedChanges(true); - }} - rows={3} - /> - - - - - - - - -

Step 1: Label for Chunk Extraction

- - - - - - - setLabelingMode(id)} - buttonSize="s" - /> - - - - - - Label Selected Text - - - - - - - - {selectedText && ( - - {selectedText.text} - - )} - - - - - -

Document Content

- - - -

- {renderDocumentWithHighlights(documentContent.content)} -

- - - - - - -

Step 2: Label for Generation

- - - - - { - setGroundTruthLabel(e.target.value); - setHasUnsavedChanges(true); - }} - rows={3} - /> - - - - - - - - Save Labels - - - - - - - {(labels.length > 0 || groundTruthLabel || prompt || query) && ( - <> - -

- Click "Save Labels" to download your labeled data as a JSON - file. -

- - - - )} - - - - {hasUnsavedChanges && ( - <> - -

- You have unsaved changes. Click "Save Labels" to persist your - work. -

- - - - )} - - {labels.length > 0 && ( - <> - - - -

Extracted Chunk Labels ({labels.length})

- - - {labels.map((label, index) => ( - - - - Chunk: {label.label} - - - {label.groundTruthLabel && ( - - - GT: {label.groundTruthLabel} - - - )} - - - "{label.text.substring(0, 80)} - {label.text.length > 80 ? "..." : ""}" - - - - handleRemoveLabel(index)} - > - Remove - - - - ))} - - - )} - - )} - - ); -}; - -export default RagTab; diff --git a/ui/src/pages/document-labeling/index.ts b/ui/src/pages/document-labeling/index.ts deleted file mode 100644 index f3f4012b362..00000000000 --- a/ui/src/pages/document-labeling/index.ts +++ /dev/null @@ -1 +0,0 @@ -export { default } from "./DocumentLabelingPage"; diff --git a/ui/src/pages/entities/EntitiesListingTable.tsx b/ui/src/pages/entities/EntitiesListingTable.tsx index 51ffb7c8609..625ec7d5fbb 100644 --- a/ui/src/pages/entities/EntitiesListingTable.tsx +++ b/ui/src/pages/entities/EntitiesListingTable.tsx @@ -20,7 +20,8 @@ const EntitiesListingTable = ({ entities }: EntitiesListingTableProps) => { sortable: true, render: (name: string, item: feast.core.IEntity) => { // For "All Projects" view, link to the specific project - const itemProject = item?.spec?.project || projectName; + const itemProject = + item?.spec?.project || (item as any)?.project || projectName; return ( {name} @@ -28,12 +29,19 @@ const EntitiesListingTable = ({ entities }: EntitiesListingTableProps) => { ); }, }, + { + name: "Join Key", + field: "spec.joinKey", + sortable: true, + }, { name: "Type", field: "spec.valueType", sortable: true, - render: (valueType: feast.types.ValueType.Enum) => { - return feast.types.ValueType.Enum[valueType]; + render: (valueType: feast.types.ValueType.Enum | string | undefined) => { + if (!valueType) return "—"; + if (typeof valueType === "string") return valueType; + return feast.types.ValueType.Enum[valueType] || String(valueType); }, }, { @@ -52,7 +60,7 @@ const EntitiesListingTable = ({ entities }: EntitiesListingTableProps) => { if (projectName === "all") { columns.splice(1, 0, { name: "Project", - field: "spec.project", + field: "project", sortable: true, render: (project: string) => { return {project || "Unknown"}; diff --git a/ui/src/pages/entities/EntityInstance.tsx b/ui/src/pages/entities/EntityInstance.tsx index e3be0ef167f..4807568ce2c 100644 --- a/ui/src/pages/entities/EntityInstance.tsx +++ b/ui/src/pages/entities/EntityInstance.tsx @@ -1,31 +1,128 @@ -import React from "react"; +import React, { useState } from "react"; import { Route, Routes, useNavigate, useParams } from "react-router-dom"; -import { EuiPageTemplate } from "@elastic/eui"; +import { + EuiPageTemplate, + EuiButton, + EuiButtonEmpty, + EuiConfirmModal, +} from "@elastic/eui"; import { EntityIcon } from "../../graphics/EntityIcon"; import { useMatchExact } from "../../hooks/useMatchSubpath"; import EntityOverviewTab from "./EntityOverviewTab"; import { useDocumentTitle } from "../../hooks/useDocumentTitle"; +import EntityFormModal, { + EntityFormData, +} from "../../components/EntityFormModal"; +import { + useApplyEntity, + useDeleteEntity, +} from "../../queries/mutations/useEntityMutations"; +import useLoadEntity from "./useLoadEntity"; import { useEntityCustomTabs, useEntityCustomTabRoutes, } from "../../custom-tabs/TabsRegistryContext"; +import { feast } from "../../protos"; + +const buildEditFormData = (entity: feast.core.IEntity): EntityFormData => { + const tags = entity.spec?.tags + ? Object.entries(entity.spec.tags).map(([key, value]) => ({ + key, + value: String(value), + })) + : []; + + const joinKeys = entity.spec?.joinKey ? [entity.spec.joinKey] : [""]; + + return { + name: entity.spec?.name || "", + description: entity.spec?.description || "", + joinKeys, + valueType: String(entity.spec?.valueType ?? 0), + tags, + }; +}; const EntityInstance = () => { const navigate = useNavigate(); - let { entityName } = useParams(); + let { entityName, projectName } = useParams(); const { customNavigationTabs } = useEntityCustomTabs(navigate); const CustomTabRoutes = useEntityCustomTabRoutes(); useDocumentTitle(`${entityName} | Entity | Feast`); + const { data } = useLoadEntity(entityName || ""); + const applyEntity = useApplyEntity(); + const deleteEntity = useDeleteEntity(); + + const [showDeleteConfirm, setShowDeleteConfirm] = useState(false); + const [isEditModalOpen, setIsEditModalOpen] = useState(false); + const [editError, setEditError] = useState(null); + + const handleDelete = () => { + deleteEntity.mutate( + { name: entityName || "", project: projectName || "" }, + { + onSuccess: () => { + navigate(`/p/${projectName}/entity`); + }, + }, + ); + }; + + const handleEditSubmit = (formData: EntityFormData) => { + const payload = { + name: formData.name, + project: projectName || "", + join_key: formData.joinKeys[0] || formData.name, + value_type: parseInt(formData.valueType, 10), + description: formData.description, + tags: Object.fromEntries( + formData.tags.filter((t) => t.key.trim()).map((t) => [t.key, t.value]), + ), + owner: "", + }; + applyEntity.mutate(payload, { + onSuccess: () => { + setIsEditModalOpen(false); + setEditError(null); + }, + onError: (err: unknown) => { + const message = + err instanceof Error ? err.message : "An unexpected error occurred."; + setEditError(message); + }, + }); + }; + return ( { + setEditError(null); + setIsEditModalOpen(true); + }} + > + Edit + , + setShowDeleteConfirm(true)} + > + Delete + , + ]} tabs={[ { label: "Overview", @@ -43,6 +140,37 @@ const EntityInstance = () => { {CustomTabRoutes} + + {showDeleteConfirm && ( + setShowDeleteConfirm(false)} + onConfirm={handleDelete} + cancelButtonText="Cancel" + confirmButtonText="Delete" + buttonColor="danger" + isLoading={deleteEntity.isLoading} + > +

+ This will permanently remove the entity. This action cannot be + undone. +

+ + )} + + {isEditModalOpen && data && ( + { + setIsEditModalOpen(false); + setEditError(null); + }} + onSubmit={handleEditSubmit} + initialData={buildEditFormData(data)} + isEdit + isSubmitting={applyEntity.isLoading} + submitError={editError} + /> + )} ); }; diff --git a/ui/src/pages/entities/EntityOverviewTab.tsx b/ui/src/pages/entities/EntityOverviewTab.tsx index 8a20688d140..c590eeb3b8e 100644 --- a/ui/src/pages/entities/EntityOverviewTab.tsx +++ b/ui/src/pages/entities/EntityOverviewTab.tsx @@ -19,7 +19,7 @@ import PermissionsDisplay from "../../components/PermissionsDisplay"; import TagsDisplay from "../../components/TagsDisplay"; import RegistryPathContext from "../../contexts/RegistryPathContext"; import { FEAST_FCO_TYPES } from "../../parsers/types"; -import { feast } from "../../protos"; + import useLoadRegistry from "../../queries/useLoadRegistry"; import { getEntityPermissions } from "../../utils/permissionUtils"; import { toDate } from "../../utils/timestamp"; @@ -40,6 +40,15 @@ const EntityOverviewTab = () => { const fvEdgesSuccess = fvEdges.isSuccess; const fvEdgesData = fvEdges.data; + const viewTypesForEntity: Record | undefined = + fvEdgesSuccess && fvEdgesData && fvEdgesData[eName] + ? fvEdgesData[eName].reduce((acc: Record, r) => { + acc[r.target.name] = + r.target.type === "labelView" ? "labelView" : "featureView"; + return acc; + }, {}) + : undefined; + return ( {isLoading && ( @@ -64,14 +73,22 @@ const EntityOverviewTab = () => { {data?.spec?.joinKey} - Description - - {data?.spec?.description} - + {data?.spec?.valueType && ( + <> + + Value Type + + + {typeof data.spec.valueType === "string" + ? data.spec.valueType + : String(data.spec.valueType)} + + + )} - Value Type + Description - {feast.types.ValueType.Enum[data?.spec?.valueType!]} + {data?.spec?.description || "—"} @@ -109,7 +126,7 @@ const EntityOverviewTab = () => { -

Feature Views

Consuming Views

{fvEdgesSuccess && fvEdgesData ? ( @@ -118,13 +135,14 @@ const EntityOverviewTab = () => { fvNames={fvEdgesData[eName].map((r) => { return r.target.name; })} + viewTypes={viewTypesForEntity} /> ) : ( - No feature views have this entity + No views consume this entity ) ) : ( - Error loading feature views that have this entity. + Error loading views that consume this entity. )} diff --git a/ui/src/pages/entities/FeatureViewEdgesList.tsx b/ui/src/pages/entities/FeatureViewEdgesList.tsx index eca599c852a..79f8eb89251 100644 --- a/ui/src/pages/entities/FeatureViewEdgesList.tsx +++ b/ui/src/pages/entities/FeatureViewEdgesList.tsx @@ -1,5 +1,5 @@ import React from "react"; -import { EuiBasicTable, EuiLoadingSpinner } from "@elastic/eui"; +import { EuiBasicTable, EuiBadge, EuiLoadingSpinner } from "@elastic/eui"; import EuiCustomLink from "../../components/EuiCustomLink"; import { useParams } from "react-router-dom"; import useLoadRelationshipData from "../../queries/useLoadRelationshipsData"; @@ -8,6 +8,7 @@ import { FEAST_FCO_TYPES } from "../../parsers/types"; interface FeatureViewEdgesListInterace { fvNames: string[]; + viewTypes?: Record; } const whereFSconsumesThisFv = (fvName: string) => { @@ -42,7 +43,10 @@ const useGetFSConsumersOfFV = (fvList: string[]) => { }; }; -const FeatureViewEdgesList = ({ fvNames }: FeatureViewEdgesListInterace) => { +const FeatureViewEdgesList = ({ + fvNames, + viewTypes, +}: FeatureViewEdgesListInterace) => { const { projectName } = useParams(); const { isLoading, data } = useGetFSConsumersOfFV(fvNames); @@ -52,10 +56,20 @@ const FeatureViewEdgesList = ({ fvNames }: FeatureViewEdgesListInterace) => { name: "Name", field: "", render: ({ name }: { name: string }) => { + const isLabelView = viewTypes?.[name] === "labelView"; + const path = isLabelView + ? `/p/${projectName}/label-view/${name}` + : `/p/${projectName}/feature-view/${name}`; return ( - - {name} - + + {name} + {isLabelView && ( + <> + {" "} + label view + + )} + ); }, }, diff --git a/ui/src/pages/entities/Index.tsx b/ui/src/pages/entities/Index.tsx index 070c53d38fa..57a2584b071 100644 --- a/ui/src/pages/entities/Index.tsx +++ b/ui/src/pages/entities/Index.tsx @@ -1,38 +1,83 @@ -import React, { useContext } from "react"; +import React, { useState } from "react"; import { useParams } from "react-router-dom"; -import { EuiPageTemplate, EuiLoadingSpinner } from "@elastic/eui"; +import { + EuiPageTemplate, + EuiLoadingSpinner, + EuiButton, + EuiCallOut, + EuiSpacer, +} from "@elastic/eui"; import { EntityIcon } from "../../graphics/EntityIcon"; -import useLoadRegistry from "../../queries/useLoadRegistry"; import EntitiesListingTable from "./EntitiesListingTable"; import { useDocumentTitle } from "../../hooks/useDocumentTitle"; -import RegistryPathContext from "../../contexts/RegistryPathContext"; import EntityIndexEmptyState from "./EntityIndexEmptyState"; import ExportButton from "../../components/ExportButton"; +import EntityFormModal, { + EntityFormData, +} from "../../components/EntityFormModal"; +import { useApplyEntity } from "../../queries/mutations/useEntityMutations"; +import useResourceQuery, { + entityListPath, +} from "../../queries/useResourceQuery"; const useLoadEntities = () => { - const registryUrl = useContext(RegistryPathContext); const { projectName } = useParams(); - const registryQuery = useLoadRegistry(registryUrl, projectName); - - const data = - registryQuery.data === undefined - ? undefined - : registryQuery.data.objects.entities; - - return { - ...registryQuery, - data, - }; + return useResourceQuery({ + resourceType: "entities-list", + project: projectName, + restPath: entityListPath(projectName), + restSelect: (d) => d.entities, + }); }; +const formDataToPayload = (formData: EntityFormData, project: string) => ({ + name: formData.name, + project, + join_key: formData.joinKeys[0] || formData.name, + value_type: parseInt(formData.valueType, 10), + description: formData.description, + tags: Object.fromEntries( + formData.tags.filter((t) => t.key.trim()).map((t) => [t.key, t.value]), + ), + owner: "", +}); + const Index = () => { - const { isLoading, isSuccess, isError, data } = useLoadEntities(); + const { projectName } = useParams(); + const { isLoading, isSuccess, isError, isPermissionDenied, data } = + useLoadEntities(); + const isAllProjects = projectName === "all"; + + const [isModalOpen, setIsModalOpen] = useState(false); + const [successMessage, setSuccessMessage] = useState(null); + const [submitErrorMessage, setSubmitErrorMessage] = useState( + null, + ); + const applyEntity = useApplyEntity(); useDocumentTitle(`Entities | Feast`); + const handleCreateSubmit = (formData: EntityFormData) => { + setSubmitErrorMessage(null); + const payload = formDataToPayload(formData, projectName || ""); + applyEntity.mutate(payload, { + onSuccess: () => { + setIsModalOpen(false); + setSubmitErrorMessage(null); + setSuccessMessage(`Entity "${formData.name}" created successfully.`); + setTimeout(() => setSuccessMessage(null), 5000); + }, + onError: (err: unknown) => { + const message = + err instanceof Error ? err.message : "An unexpected error occurred."; + setSubmitErrorMessage(message); + }, + }); + }; + return ( { iconType={EntityIcon} pageTitle="Entities" rightSideItems={[ + ...(isAllProjects + ? [] + : [ + setIsModalOpen(true)} + key="create" + > + Create Entity + , + ]), , ]} /> + {successMessage && ( + <> + + + + )} {isLoading && (

)} - {isError &&

We encountered an error while loading.

} + {isPermissionDenied && ( + +

You do not have permission to view entities.

+ + )} + {isError && !isPermissionDenied && ( +

We encountered an error while loading.

+ )} {isSuccess && !data && } {isSuccess && data && } + + {isModalOpen && ( + { + setIsModalOpen(false); + setSubmitErrorMessage(null); + }} + onSubmit={handleCreateSubmit} + isSubmitting={applyEntity.isLoading} + submitError={submitErrorMessage} + /> + )} ); }; diff --git a/ui/src/pages/entities/useLoadEntity.ts b/ui/src/pages/entities/useLoadEntity.ts index fdb4a7968f1..cf20c33bd8f 100644 --- a/ui/src/pages/entities/useLoadEntity.ts +++ b/ui/src/pages/entities/useLoadEntity.ts @@ -1,24 +1,18 @@ -import { useContext } from "react"; import { useParams } from "react-router-dom"; -import RegistryPathContext from "../../contexts/RegistryPathContext"; -import useLoadRegistry from "../../queries/useLoadRegistry"; +import useResourceQuery, { + entityDetailPath, +} from "../../queries/useResourceQuery"; const useLoadEntity = (entityName: string) => { - const registryUrl = useContext(RegistryPathContext); const { projectName } = useParams(); - const registryQuery = useLoadRegistry(registryUrl, projectName); - const data = - registryQuery.data === undefined - ? undefined - : registryQuery.data.objects.entities?.find( - (fv) => fv?.spec?.name === entityName, - ); - - return { - ...registryQuery, - data, - }; + return useResourceQuery({ + resourceType: `entity:${entityName}`, + project: projectName, + restPath: entityDetailPath(entityName, projectName || ""), + restSelect: (d) => d, + enabled: !!entityName, + }); }; export default useLoadEntity; diff --git a/ui/src/pages/feature-services/FeatureServiceIndexEmptyState.tsx b/ui/src/pages/feature-services/FeatureServiceIndexEmptyState.tsx index a8080d0a68b..e2905f1fd02 100644 --- a/ui/src/pages/feature-services/FeatureServiceIndexEmptyState.tsx +++ b/ui/src/pages/feature-services/FeatureServiceIndexEmptyState.tsx @@ -2,28 +2,41 @@ import React from "react"; import { EuiEmptyPrompt, EuiTitle, EuiLink, EuiButton } from "@elastic/eui"; import FeastIconBlue from "../../graphics/FeastIconBlue"; -const FeatureServiceIndexEmptyState = () => { +interface FeatureServiceIndexEmptyStateProps { + onCreate?: () => void; +} + +const FeatureServiceIndexEmptyState: React.FC< + FeatureServiceIndexEmptyStateProps +> = ({ onCreate }) => { return ( There are no feature services} body={

- This project does not have any Feature Services. Learn more about - creating Feature Services in Feast Docs. + Feature services group related features from one or more feature views + for training or online serving. Create your first feature service to + get started.

} actions={ - { - window.open( - "https://docs.feast.dev/getting-started/concepts/feature-retrieval#feature-services", - "_blank", - ); - }} - > - Open Feature Services Docs - + onCreate ? ( + + Create Feature Service + + ) : ( + { + window.open( + "https://docs.feast.dev/getting-started/concepts/feature-retrieval#feature-services", + "_blank", + ); + }} + > + Open Feature Services Docs + + ) } footer={ <> diff --git a/ui/src/pages/feature-services/FeatureServiceInstance.tsx b/ui/src/pages/feature-services/FeatureServiceInstance.tsx index b88d2f4bdbf..4c16b383e94 100644 --- a/ui/src/pages/feature-services/FeatureServiceInstance.tsx +++ b/ui/src/pages/feature-services/FeatureServiceInstance.tsx @@ -1,11 +1,24 @@ -import React from "react"; +import React, { useState } from "react"; import { Route, Routes, useNavigate, useParams } from "react-router-dom"; -import { EuiPageTemplate } from "@elastic/eui"; +import { + EuiPageTemplate, + EuiButton, + EuiButtonEmpty, + EuiConfirmModal, +} from "@elastic/eui"; import { FeatureServiceIcon } from "../../graphics/FeatureServiceIcon"; import { useMatchExact } from "../../hooks/useMatchSubpath"; import FeatureServiceOverviewTab from "./FeatureServiceOverviewTab"; import { useDocumentTitle } from "../../hooks/useDocumentTitle"; +import FeatureServiceFormModal, { + FeatureServiceFormData, +} from "../../components/FeatureServiceFormModal"; +import { + useApplyFeatureService, + useDeleteFeatureService, +} from "../../queries/mutations/useFeatureServiceMutations"; +import useLoadFeatureService from "./useLoadFeatureService"; import { useFeatureServiceCustomTabs, @@ -14,19 +27,107 @@ import { const FeatureServiceInstance = () => { const navigate = useNavigate(); - let { featureServiceName } = useParams(); + let { featureServiceName, projectName } = useParams(); useDocumentTitle(`${featureServiceName} | Feature Service | Feast`); const { customNavigationTabs } = useFeatureServiceCustomTabs(navigate); const CustomTabRoutes = useFeatureServiceCustomTabRoutes(); + const { data } = useLoadFeatureService(featureServiceName || ""); + const deleteFeatureService = useDeleteFeatureService(); + const applyFeatureService = useApplyFeatureService(); + + const [showDeleteConfirm, setShowDeleteConfirm] = useState(false); + const [isEditModalOpen, setIsEditModalOpen] = useState(false); + const [editError, setEditError] = useState(null); + + const handleDelete = () => { + deleteFeatureService.mutate( + { name: featureServiceName || "", project: projectName || "" }, + { + onSuccess: () => { + navigate(`/p/${projectName}/feature-service`); + }, + }, + ); + }; + + const buildInitialEditData = (): FeatureServiceFormData | undefined => { + if (!data?.spec) return undefined; + const spec = data.spec; + return { + name: spec.name || featureServiceName || "", + description: spec.description || "", + owner: spec.owner || "", + projections: (spec.features || []).map((proj: any) => ({ + featureViewName: proj.featureViewName || "", + featureNames: (proj.featureColumns || []) + .map((col: any) => col.name) + .filter(Boolean), + })), + tags: Object.entries(spec.tags || {}).map(([key, value]) => ({ + key, + value: value as string, + })), + }; + }; + + const handleEditSubmit = (formData: FeatureServiceFormData) => { + const payload = { + name: formData.name, + project: projectName || "", + features: formData.projections.map((projection) => ({ + feature_view_name: projection.featureViewName, + feature_names: projection.featureNames, + })), + description: formData.description, + owner: formData.owner, + tags: Object.fromEntries( + formData.tags + .filter((tag) => tag.key.trim()) + .map((tag) => [tag.key, tag.value]), + ), + }; + applyFeatureService.mutate(payload, { + onSuccess: () => { + setIsEditModalOpen(false); + setEditError(null); + }, + onError: (err: unknown) => { + const message = + err instanceof Error ? err.message : "An unexpected error occurred."; + setEditError(message); + }, + }); + }; + return ( { + setEditError(null); + setIsEditModalOpen(true); + }} + > + Edit + , + setShowDeleteConfirm(true)} + > + Delete + , + ]} tabs={[ { label: "Overview", @@ -44,6 +145,37 @@ const FeatureServiceInstance = () => { {CustomTabRoutes} + + {showDeleteConfirm && ( + setShowDeleteConfirm(false)} + onConfirm={handleDelete} + cancelButtonText="Cancel" + confirmButtonText="Delete" + buttonColor="danger" + isLoading={deleteFeatureService.isLoading} + > +

+ This will permanently remove the feature service. This action cannot + be undone. +

+ + )} + + {isEditModalOpen && ( + { + setIsEditModalOpen(false); + setEditError(null); + }} + onSubmit={handleEditSubmit} + initialData={buildInitialEditData()} + isEdit={true} + isSubmitting={applyFeatureService.isLoading} + submitError={editError} + /> + )} ); }; diff --git a/ui/src/pages/feature-services/FeatureServiceListingTable.tsx b/ui/src/pages/feature-services/FeatureServiceListingTable.tsx index acc68b6e619..c26b976e197 100644 --- a/ui/src/pages/feature-services/FeatureServiceListingTable.tsx +++ b/ui/src/pages/feature-services/FeatureServiceListingTable.tsx @@ -29,8 +29,8 @@ const FeatureServiceListingTable = ({ name: "Name", field: "spec.name", render: (name: string, item: feast.core.IFeatureService) => { - // For "All Projects" view, link to the specific project - const itemProject = item?.spec?.project || projectName; + const itemProject = + item?.spec?.project || (item as any)?.project || projectName; return ( {name} @@ -41,10 +41,12 @@ const FeatureServiceListingTable = ({ { name: "# of Features", field: "spec.features", - render: (featureViews: feast.core.IFeatureViewProjection[]) => { - var numFeatures = 0; - featureViews.forEach((featureView) => { - numFeatures += featureView.featureColumns!.length; + render: ( + featureViews: feast.core.IFeatureViewProjection[] | undefined, + ) => { + let numFeatures = 0; + (featureViews || []).forEach((featureView) => { + numFeatures += (featureView.featureColumns || []).length; }); return numFeatures; }, @@ -58,11 +60,10 @@ const FeatureServiceListingTable = ({ }, ]; - // Add Project column when viewing all projects if (projectName === "all") { columns.splice(1, 0, { name: "Project", - field: "spec.project", + field: "project", sortable: true, render: (project: string) => { return project || "Unknown"; diff --git a/ui/src/pages/feature-services/FeatureServiceOverviewTab.tsx b/ui/src/pages/feature-services/FeatureServiceOverviewTab.tsx index be922e41261..f1ac3c5e349 100644 --- a/ui/src/pages/feature-services/FeatureServiceOverviewTab.tsx +++ b/ui/src/pages/feature-services/FeatureServiceOverviewTab.tsx @@ -34,11 +34,19 @@ const FeatureServiceOverviewTab = () => { const isEmpty = data === undefined; let numFeatures = 0; - let numFeatureViews = 0; + let numLabels = 0; + const featureProjections: any[] = []; + const labelProjections: any[] = []; if (data) { - data?.spec?.features?.forEach((featureView) => { - numFeatureViews += 1; - numFeatures += featureView?.featureColumns!.length; + data?.spec?.features?.forEach((featureView: any) => { + const columnCount = (featureView?.featureColumns || []).length; + if (featureView.viewType === "labelView") { + numLabels += columnCount; + labelProjections.push(featureView); + } else { + numFeatures += columnCount; + featureProjections.push(featureView); + } }); } @@ -57,7 +65,7 @@ const FeatureServiceOverviewTab = () => { - + @@ -66,7 +74,7 @@ const FeatureServiceOverviewTab = () => { @@ -90,14 +98,43 @@ const FeatureServiceOverviewTab = () => {

Features

- {data?.spec?.features ? ( - + {featureProjections.length > 0 ? ( + ) : ( No features specified for this feature service. )} + {labelProjections.length > 0 && ( + + + + + + + + +

from

+ + + + + + + + + +

Labels

+ + + + + + )} @@ -153,16 +190,28 @@ const FeatureServiceOverviewTab = () => { -

All Feature Views

All Views

{data?.spec?.features?.length! > 0 ? ( { + data?.spec?.features?.map((f: any) => { return f.featureViewName!; })! } + viewTypes={ + data?.spec?.features?.reduce( + (acc: Record, f: any) => { + if (f.featureViewName) { + acc[f.featureViewName] = + f.viewType || "featureView"; + } + return acc; + }, + {}, + ) || {} + } /> ) : ( No feature views in this feature service diff --git a/ui/src/pages/feature-services/Index.tsx b/ui/src/pages/feature-services/Index.tsx index 260a9b821dc..b50b6066a24 100644 --- a/ui/src/pages/feature-services/Index.tsx +++ b/ui/src/pages/feature-services/Index.tsx @@ -1,19 +1,20 @@ -import React, { useContext } from "react"; +import React, { useState } from "react"; import { useParams } from "react-router-dom"; import { EuiPageTemplate, EuiLoadingSpinner, - EuiTitle, EuiSpacer, + EuiTitle, + EuiFieldSearch, EuiFlexGroup, EuiFlexItem, - EuiFieldSearch, + EuiButton, + EuiCallOut, } from "@elastic/eui"; import { FeatureServiceIcon } from "../../graphics/FeatureServiceIcon"; -import useLoadRegistry from "../../queries/useLoadRegistry"; import FeatureServiceListingTable from "./FeatureServiceListingTable"; import { useSearchQuery, @@ -22,27 +23,29 @@ import { tagTokenGroupsType, } from "../../hooks/useSearchInputWithTags"; import { useDocumentTitle } from "../../hooks/useDocumentTitle"; -import RegistryPathContext from "../../contexts/RegistryPathContext"; import FeatureServiceIndexEmptyState from "./FeatureServiceIndexEmptyState"; import TagSearch from "../../components/TagSearch"; import ExportButton from "../../components/ExportButton"; +import FeatureServiceFormModal, { + FeatureServiceFormData, +} from "../../components/FeatureServiceFormModal"; +import { useApplyFeatureService } from "../../queries/mutations/useFeatureServiceMutations"; import { useFeatureServiceTagsAggregation } from "../../hooks/useTagsAggregation"; import { feast } from "../../protos"; +import useResourceQuery, { + featureServiceListPath, + featureViewListPath, + restFeatureViewsToMergedList, +} from "../../queries/useResourceQuery"; const useLoadFeatureServices = () => { - const registryUrl = useContext(RegistryPathContext); const { projectName } = useParams(); - const registryQuery = useLoadRegistry(registryUrl, projectName); - - const data = - registryQuery.data === undefined - ? undefined - : registryQuery.data.objects.featureServices; - - return { - ...registryQuery, - data, - }; + return useResourceQuery({ + resourceType: "feature-services-list", + project: projectName, + restPath: featureServiceListPath(projectName), + restSelect: (d) => d.featureServices, + }); }; const shouldIncludeFSsGivenTokenGroups = ( @@ -54,7 +57,7 @@ const shouldIncludeFSsGivenTokenGroups = ( if (entryTagValue) { return values.every((value) => { - return value.length > 0 ? entryTagValue.indexOf(value) >= 0 : true; // Don't filter if the string is empty + return value.length > 0 ? entryTagValue.indexOf(value) >= 0 : true; }); } else { return false; @@ -88,10 +91,46 @@ const filterFn = ( return filteredByTags; }; +const formDataToPayload = ( + formData: FeatureServiceFormData, + project: string, +) => ({ + name: formData.name, + project, + features: formData.projections.map((projection) => ({ + feature_view_name: projection.featureViewName, + feature_names: projection.featureNames, + })), + description: formData.description, + owner: formData.owner, + tags: Object.fromEntries( + formData.tags + .filter((tag) => tag.key.trim()) + .map((tag) => [tag.key, tag.value]), + ), +}); + const Index = () => { - const { isLoading, isSuccess, isError, data } = useLoadFeatureServices(); + const { projectName } = useParams(); + const { isLoading, isSuccess, isError, isPermissionDenied, data } = + useLoadFeatureServices(); + const isAllProjects = projectName === "all"; const tagAggregationQuery = useFeatureServiceTagsAggregation(); + const featureViewsQuery = useResourceQuery({ + resourceType: "feature-views-list-fs-prereq", + project: projectName, + restPath: featureViewListPath(projectName), + restSelect: restFeatureViewsToMergedList, + enabled: !isAllProjects, + }); + + const [isModalOpen, setIsModalOpen] = useState(false); + const [successMessage, setSuccessMessage] = useState(null); + const [errorMessage, setErrorMessage] = useState(null); + const [prereqWarning, setPrereqWarning] = useState(null); + const applyFeatureService = useApplyFeatureService(); + useDocumentTitle(`Feature Services | Feast`); const { searchString, searchTokens, setSearchString } = useSearchQuery(); @@ -112,6 +151,40 @@ const Index = () => { ? filterFn(data, { tagTokenGroups, searchTokens }) : data; + const handleCreateClick = () => { + const featureViews = featureViewsQuery.data || []; + if (featureViews.length === 0) { + setPrereqWarning( + "Feature services require at least one feature view. Create a feature view first, or proceed and add views later.", + ); + } else { + setPrereqWarning(null); + } + setIsModalOpen(true); + }; + + const handleCreateSubmit = (formData: FeatureServiceFormData) => { + const payload = formDataToPayload(formData, projectName || ""); + applyFeatureService.mutate(payload, { + onSuccess: () => { + setIsModalOpen(false); + setErrorMessage(null); + setPrereqWarning(null); + setSuccessMessage( + `Feature service "${formData.name}" created successfully.`, + ); + setTimeout(() => setSuccessMessage(null), 5000); + }, + onError: (err: unknown) => { + const message = + err instanceof Error ? err.message : "An unexpected error occurred."; + setErrorMessage(message); + }, + }); + }; + + const showEmptyState = isSuccess && (!data || data.length === 0); + return ( { iconType={FeatureServiceIcon} pageTitle="Feature Services" rightSideItems={[ + ...(isAllProjects + ? [] + : [ + + Create Feature Service + , + ]), , ]} /> + {successMessage && ( + <> + + + + )} + {prereqWarning && !isModalOpen && ( + <> + + + + )} {isLoading && (

)} - {isError &&

We encountered an error while loading.

} - {isSuccess && !data && } - {isSuccess && filterResult && ( + {isPermissionDenied && ( + +

You do not have permission to view feature services.

+ + )} + {isError && !isPermissionDenied && ( +

We encountered an error while loading.

+ )} + {showEmptyState && ( + + )} + {isSuccess && filterResult && filterResult.length > 0 && ( @@ -169,6 +288,18 @@ const Index = () => { )} + + {isModalOpen && ( + { + setIsModalOpen(false); + setErrorMessage(null); + }} + onSubmit={handleCreateSubmit} + isSubmitting={applyFeatureService.isLoading} + submitError={errorMessage} + /> + )} ); }; diff --git a/ui/src/pages/feature-services/useLoadFeatureService.ts b/ui/src/pages/feature-services/useLoadFeatureService.ts index 004ab35b927..81fff2e931d 100644 --- a/ui/src/pages/feature-services/useLoadFeatureService.ts +++ b/ui/src/pages/feature-services/useLoadFeatureService.ts @@ -1,53 +1,50 @@ -import { FEAST_FCO_TYPES } from "../../parsers/types"; -import { useContext } from "react"; import { useParams } from "react-router-dom"; -import RegistryPathContext from "../../contexts/RegistryPathContext"; - -import useLoadRegistry from "../../queries/useLoadRegistry"; import { EntityReference } from "../../parsers/parseEntityRelationships"; +import useResourceQuery, { + featureServiceDetailPath, +} from "../../queries/useResourceQuery"; const useLoadFeatureService = (featureServiceName: string) => { - const registryUrl = useContext(RegistryPathContext); const { projectName } = useParams(); - const registryQuery = useLoadRegistry(registryUrl, projectName); - const data = - registryQuery.data === undefined - ? undefined - : registryQuery.data.objects.featureServices?.find( - (fs) => fs?.spec?.name === featureServiceName, - ); + const fsQuery = useResourceQuery({ + resourceType: `feature-service:${featureServiceName}`, + project: projectName, + restPath: featureServiceDetailPath(featureServiceName, projectName || ""), + restSelect: (d) => ({ + featureService: d, + indirectRelationships: d?.relationships || [], + permissions: d?.permissions || [], + }), + enabled: !!featureServiceName, + }); + + const featureService = fsQuery.data?.featureService; + const indirectRelationships = fsQuery.data?.indirectRelationships || []; + const permissions = fsQuery.data?.permissions || []; - let entities = - data === undefined + let entities: EntityReference[] | undefined = + featureService === undefined ? undefined - : registryQuery.data?.indirectRelationships - .filter((relationship) => { - return ( - relationship.target.type === FEAST_FCO_TYPES.featureService && - relationship.target.name === data?.spec?.name && - relationship.source.type === FEAST_FCO_TYPES.entity - ); - }) - .map((relationship) => { - return relationship.source; - }); - // Deduplicate on name of entity + : indirectRelationships + .filter( + (rel: any) => + rel?.target?.type === "featureService" && + rel?.source?.type === "entity", + ) + .map((rel: any) => rel.source); + if (entities) { - let entityToName: { [key: string]: EntityReference } = {}; - for (let entity of entities) { + const entityToName: { [key: string]: EntityReference } = {}; + for (const entity of entities) { entityToName[entity.name] = entity; } entities = Object.values(entityToName); } + return { - ...registryQuery, - data: data - ? { - ...data, - permissions: registryQuery.data?.permissions, - } - : undefined, + ...fsQuery, + data: featureService ? { ...featureService, permissions } : undefined, entities, }; }; diff --git a/ui/src/pages/feature-views/CurlGeneratorTab.tsx b/ui/src/pages/feature-views/CurlGeneratorTab.tsx index 147921458ee..5c83440a2a0 100644 --- a/ui/src/pages/feature-views/CurlGeneratorTab.tsx +++ b/ui/src/pages/feature-views/CurlGeneratorTab.tsx @@ -1,4 +1,4 @@ -import React, { useState, useEffect } from "react"; +import React, { useState } from "react"; import { EuiPanel, EuiTitle, @@ -16,23 +16,22 @@ import { import { CodeBlock, github } from "react-code-blocks"; import { RegularFeatureViewCustomTabProps } from "../../custom-tabs/types"; +const defaultServerUrl = + process.env.REACT_APP_FEAST_FEATURE_SERVER_URL || "http://localhost:6566"; + const CurlGeneratorTab = ({ feastObjectQuery, }: RegularFeatureViewCustomTabProps) => { const data = feastObjectQuery.data as any; const [serverUrl, setServerUrl] = useState(() => { const savedUrl = localStorage.getItem("feast-feature-server-url"); - return savedUrl || "http://localhost:6566"; + return savedUrl || defaultServerUrl; }); const [entityValues, setEntityValues] = useState>({}); const [selectedFeatures, setSelectedFeatures] = useState< Record >({}); - useEffect(() => { - localStorage.setItem("feast-feature-server-url", serverUrl); - }, [serverUrl]); - if (feastObjectQuery.isLoading) { return Loading...; } @@ -106,8 +105,12 @@ const CurlGeneratorTab = ({ setServerUrl(e.target.value)} - placeholder="http://localhost:6566" + onChange={(e) => { + const nextValue = e.target.value; + setServerUrl(nextValue); + localStorage.setItem("feast-feature-server-url", nextValue); + }} + placeholder={defaultServerUrl} /> diff --git a/ui/src/pages/feature-views/FeatureViewListingTable.tsx b/ui/src/pages/feature-views/FeatureViewListingTable.tsx index e865abe6e74..9fd6f8f8fd7 100644 --- a/ui/src/pages/feature-views/FeatureViewListingTable.tsx +++ b/ui/src/pages/feature-views/FeatureViewListingTable.tsx @@ -31,7 +31,10 @@ const FeatureViewListingTable = ({ sortable: true, render: (name: string, item: genericFVType) => { // For "All Projects" view, link to the specific project - const itemProject = item.object?.spec?.project || projectName; + const itemProject = + item.object?.spec?.project || + (item.object as any)?.project || + projectName; return ( {name}{" "} @@ -49,6 +52,13 @@ const FeatureViewListingTable = ({ return features.length; }, }, + { + name: "Version", + render: (item: genericFVType) => { + const ver = (item.object as any)?.meta?.currentVersionNumber; + return ver != null && ver > 0 ? `v${ver}` : "—"; + }, + }, ]; // Add Project column when viewing all projects @@ -56,7 +66,13 @@ const FeatureViewListingTable = ({ columns.splice(1, 0, { name: "Project", render: (item: genericFVType) => { - return {item.object?.spec?.project || "Unknown"}; + return ( + + {item.object?.spec?.project || + (item.object as any)?.project || + "Unknown"} + + ); }, }); } diff --git a/ui/src/pages/feature-views/FeatureViewUsagePanel.tsx b/ui/src/pages/feature-views/FeatureViewUsagePanel.tsx new file mode 100644 index 00000000000..71eaebedd02 --- /dev/null +++ b/ui/src/pages/feature-views/FeatureViewUsagePanel.tsx @@ -0,0 +1,130 @@ +import React from "react"; +import { + EuiBadge, + EuiBasicTable, + EuiFlexGroup, + EuiFlexItem, + EuiHorizontalRule, + EuiLoadingSpinner, + EuiPanel, + EuiText, + EuiTitle, + EuiToolTip, +} from "@elastic/eui"; +import useLoadFeatureUsage, { + FeatureUsageEntry, +} from "../../queries/useLoadFeatureUsage"; + +interface FeatureViewUsagePanelProps { + featureViewName: string; +} + +const formatTimestamp = (ts: number | null): string => { + if (ts == null) return "Never"; + const date = new Date(ts); + return date.toLocaleString(); +}; + +const formatRelativeTime = (ts: number | null): string => { + if (ts == null) return ""; + const now = Date.now(); + const diffMs = now - ts; + const diffMin = Math.floor(diffMs / 60000); + if (diffMin < 1) return "just now"; + if (diffMin < 60) return `${diffMin}m ago`; + const diffHr = Math.floor(diffMin / 60); + if (diffHr < 24) return `${diffHr}h ago`; + const diffDays = Math.floor(diffHr / 24); + return `${diffDays}d ago`; +}; + +const FeatureViewUsagePanel = ({ + featureViewName, +}: FeatureViewUsagePanelProps) => { + const { data, isLoading, isError } = useLoadFeatureUsage(); + + if (isLoading) { + return ( + + +

MLflow Usage

+ + + + + + + + + ); + } + + if (isError || !data || !data.mlflow_enabled) { + return null; + } + + const usage: FeatureUsageEntry | undefined = + data.feature_usage?.[featureViewName]; + + if (!usage || usage.run_count === 0) { + return ( + + +

MLflow Usage

+ + + + No MLflow training runs have used this feature view. + + + ); + } + + const modelItems = usage.models.map((name) => ({ name })); + + const modelColumns = [ + { + name: "Registered Model", + field: "name", + render: (name: string) => {name}, + }, + ]; + + return ( + + +

MLflow Usage

+ + + + + + Training runs: {usage.run_count} + + + + + + Last used: {formatRelativeTime(usage.last_used)} + + + + + {modelItems.length > 0 && ( + <> + + + Registered models using this feature view: + + + + )} + + ); +}; + +export default FeatureViewUsagePanel; diff --git a/ui/src/pages/feature-views/FeatureViewVersionsTab.tsx b/ui/src/pages/feature-views/FeatureViewVersionsTab.tsx new file mode 100644 index 00000000000..f388d247da4 --- /dev/null +++ b/ui/src/pages/feature-views/FeatureViewVersionsTab.tsx @@ -0,0 +1,268 @@ +import React, { useContext, useState, useMemo } from "react"; +import { + EuiBasicTable, + EuiText, + EuiPanel, + EuiTitle, + EuiHorizontalRule, + EuiCodeBlock, + EuiFlexGroup, + EuiFlexItem, + EuiBadge, +} from "@elastic/eui"; +import RegistryPathContext from "../../contexts/RegistryPathContext"; +import useLoadRegistry from "../../queries/useLoadRegistry"; +import { feast } from "../../protos"; +import { toDate } from "../../utils/timestamp"; +import { useParams } from "react-router-dom"; + +interface FeatureViewVersionsTabProps { + featureViewName: string; +} + +interface DecodedVersion { + record: feast.core.IFeatureViewVersionRecord; + features: feast.core.IFeatureSpecV2[]; + entities: string[]; + description: string; + udfBody: string | null; +} + +const decodeVersionProto = ( + record: feast.core.IFeatureViewVersionRecord, +): DecodedVersion => { + const result: DecodedVersion = { + record, + features: [], + entities: [], + description: "", + udfBody: null, + }; + + if (!record.featureViewProto || record.featureViewProto.length === 0) { + return result; + } + + try { + const bytes = + record.featureViewProto instanceof Uint8Array + ? record.featureViewProto + : new Uint8Array(record.featureViewProto); + + if (record.featureViewType === "on_demand_feature_view") { + const odfv = feast.core.OnDemandFeatureView.decode(bytes); + result.features = odfv.spec?.features || []; + result.description = odfv.spec?.description || ""; + result.udfBody = + odfv.spec?.featureTransformation?.userDefinedFunction?.bodyText || + odfv.spec?.userDefinedFunction?.bodyText || + null; + } else if (record.featureViewType === "stream_feature_view") { + const sfv = feast.core.StreamFeatureView.decode(bytes); + result.features = sfv.spec?.features || []; + result.entities = sfv.spec?.entities || []; + result.description = sfv.spec?.description || ""; + } else if (record.featureViewType === "label_view") { + const lv = feast.core.LabelView.decode(bytes); + result.features = lv.spec?.features || []; + result.entities = lv.spec?.entities || []; + result.description = lv.spec?.description || ""; + } else { + const fv = feast.core.FeatureView.decode(bytes); + result.features = fv.spec?.features || []; + result.entities = fv.spec?.entities || []; + result.description = fv.spec?.description || ""; + } + } catch (e) { + console.error("Failed to decode version proto:", e); + } + + return result; +}; + +const VersionDetail = ({ decoded }: { decoded: DecodedVersion }) => { + return ( + + {decoded.description && ( + + + {decoded.description} + + + )} + {decoded.udfBody && ( + + + +

Transformation

+ + + + {decoded.udfBody} + + + + )} + + + + +

Features ({decoded.features.length})

+ + + {decoded.features.length > 0 ? ( + + typeof vt === "string" + ? vt + : feast.types.ValueType.Enum[vt] || String(vt || ""), + }, + ]} + /> + ) : ( + No features in this version. + )} + + + {decoded.entities.length > 0 && ( + + + +

Entities

+ + + + {decoded.entities.map((entity) => ( + + {entity} + + ))} + + + + )} + + + ); +}; + +const FeatureViewVersionsTab = ({ + featureViewName, +}: FeatureViewVersionsTabProps) => { + const registryUrl = useContext(RegistryPathContext); + const { projectName } = useParams(); + const registryQuery = useLoadRegistry(registryUrl, projectName); + const [expandedRows, setExpandedRows] = useState>({}); + + const records = useMemo( + () => + registryQuery.data?.objects?.featureViewVersionHistory?.records?.filter( + (r: feast.core.IFeatureViewVersionRecord) => + r.featureViewName === featureViewName, + ) || [], + [ + registryQuery.data?.objects?.featureViewVersionHistory?.records, + featureViewName, + ], + ); + + const decodedVersions: DecodedVersion[] = useMemo( + () => records.map(decodeVersionProto), + [records], + ); + + if (records.length === 0) { + return No version history available.; + } + + const toggleRow = (versionNumber: number) => { + setExpandedRows((prev) => ({ + ...prev, + [versionNumber]: !prev[versionNumber], + })); + }; + + const columns = [ + { + field: "record.versionNumber", + name: "Version", + render: (_: unknown, item: DecodedVersion) => + `v${item.record.versionNumber}`, + sortable: true, + width: "80px", + }, + { + name: "Features", + render: (item: DecodedVersion) => `${item.features.length}`, + width: "80px", + }, + { + field: "record.featureViewType", + name: "Type", + render: (_: unknown, item: DecodedVersion) => + item.record.featureViewType || "—", + }, + { + field: "record.createdTimestamp", + name: "Created", + render: (_: unknown, item: DecodedVersion) => + item.record.createdTimestamp + ? toDate(item.record.createdTimestamp).toLocaleString() + : "—", + }, + { + field: "record.versionId", + name: "Version ID", + render: (_: unknown, item: DecodedVersion) => + item.record.versionId || "—", + }, + ]; + + const itemIdToExpandedRowMap: Record = {}; + decodedVersions.forEach((decoded) => { + const vn = decoded.record.versionNumber!; + if (expandedRows[vn]) { + itemIdToExpandedRowMap[String(vn)] = ; + } + }); + + return ( + String(item.record.versionNumber)} + itemIdToExpandedRowMap={itemIdToExpandedRowMap} + columns={[ + { + isExpander: true, + width: "40px", + render: (item: DecodedVersion) => { + const vn = item.record.versionNumber!; + return ( + + ); + }, + }, + ...columns, + ]} + /> + ); +}; + +export default FeatureViewVersionsTab; diff --git a/ui/src/pages/feature-views/Index.tsx b/ui/src/pages/feature-views/Index.tsx index b1c28895370..879aa717574 100644 --- a/ui/src/pages/feature-views/Index.tsx +++ b/ui/src/pages/feature-views/Index.tsx @@ -1,4 +1,4 @@ -import React, { useContext } from "react"; +import React, { useState } from "react"; import { useParams } from "react-router-dom"; import { @@ -9,11 +9,12 @@ import { EuiFieldSearch, EuiFlexGroup, EuiFlexItem, + EuiButton, + EuiCallOut, } from "@elastic/eui"; import { FeatureViewIcon } from "../../graphics/FeatureViewIcon"; -import useLoadRegistry from "../../queries/useLoadRegistry"; import FeatureViewListingTable from "./FeatureViewListingTable"; import { filterInputInterface, @@ -22,26 +23,29 @@ import { } from "../../hooks/useSearchInputWithTags"; import { genericFVType, regularFVInterface } from "../../parsers/mergedFVTypes"; import { useDocumentTitle } from "../../hooks/useDocumentTitle"; -import RegistryPathContext from "../../contexts/RegistryPathContext"; import FeatureViewIndexEmptyState from "./FeatureViewIndexEmptyState"; import { useFeatureViewTagsAggregation } from "../../hooks/useTagsAggregation"; import TagSearch from "../../components/TagSearch"; import ExportButton from "../../components/ExportButton"; +import FeatureViewFormModal, { + FeatureViewFormData, +} from "../../components/FeatureViewFormModal"; +import { useApplyFeatureView } from "../../queries/mutations/useFeatureViewMutations"; +import useResourceQuery, { + featureViewListPath, + restFeatureViewsToMergedList, + entityListPath, + dataSourceListPath, +} from "../../queries/useResourceQuery"; const useLoadFeatureViews = () => { - const registryUrl = useContext(RegistryPathContext); const { projectName } = useParams(); - const registryQuery = useLoadRegistry(registryUrl, projectName); - - const data = - registryQuery.data === undefined - ? undefined - : registryQuery.data.mergedFVList; - - return { - ...registryQuery, - data, - }; + return useResourceQuery({ + resourceType: "feature-views-list", + project: projectName, + restPath: featureViewListPath(projectName), + restSelect: restFeatureViewsToMergedList, + }); }; const shouldIncludeFVsGivenTokenGroups = ( @@ -49,13 +53,12 @@ const shouldIncludeFVsGivenTokenGroups = ( tagTokenGroups: Record, ) => { return Object.entries(tagTokenGroups).every(([key, values]) => { - const entryTagValue = entry?.object?.spec!.tags - ? entry.object.spec.tags[key] - : undefined; + const tags = entry?.object?.spec?.tags; + const entryTagValue = tags ? (tags as any)[key] : undefined; if (entryTagValue) { return values.every((value) => { - return value.length > 0 ? entryTagValue.indexOf(value) >= 0 : true; // Don't filter if the string is empty + return value.length > 0 ? entryTagValue.indexOf(value) >= 0 : true; }); } else { return false; @@ -74,7 +77,7 @@ const filterFn = (data: genericFVType[], filterInput: filterInputInterface) => { filterInput.tagTokenGroups, ); } else { - return false; // ODFVs don't have tags yet + return false; } }); } @@ -90,9 +93,73 @@ const filterFn = (data: genericFVType[], filterInput: filterInputInterface) => { return filteredByTags; }; +const TTL_UNITS: Record = { + days: 86400, + hours: 3600, + minutes: 60, + seconds: 1, +}; + +const formDataToPayload = (formData: FeatureViewFormData, project: string) => ({ + name: formData.name, + project, + entities: formData.entities, + features: formData.features.map((f) => ({ + name: f.name, + value_type: parseInt(f.valueType, 10), + description: f.description, + })), + batch_source: formData.batchSource, + ttl_seconds: formData.ttlValue * (TTL_UNITS[formData.ttlUnit] || 1), + online: formData.online, + description: formData.description, + owner: formData.owner, + tags: Object.fromEntries( + formData.tags.filter((t) => t.key.trim()).map((t) => [t.key, t.value]), + ), +}); + const Index = () => { - const { isLoading, isSuccess, isError, data } = useLoadFeatureViews(); + const { projectName } = useParams(); + const { isLoading, isSuccess, isError, isPermissionDenied, data } = + useLoadFeatureViews(); + const isAllProjects = projectName === "all"; + + const entitiesQuery = useResourceQuery({ + resourceType: "entities-list-fv-prereq", + project: projectName, + restPath: entityListPath(projectName), + restSelect: (d) => d.entities, + }); + const dataSourcesQuery = useResourceQuery({ + resourceType: "data-sources-list-fv-prereq", + project: projectName, + restPath: dataSourceListPath(projectName), + restSelect: (d) => d.dataSources, + }); + const tagAggregationQuery = useFeatureViewTagsAggregation(); + const [isModalOpen, setIsModalOpen] = useState(false); + const [successMessage, setSuccessMessage] = useState(null); + const [errorMessage, setErrorMessage] = useState(null); + const [prereqWarning, setPrereqWarning] = useState(null); + const applyFeatureView = useApplyFeatureView(); + + const handleCreateClick = () => { + const missingDeps: string[] = []; + const entities = entitiesQuery.data || []; + const dataSources = dataSourcesQuery.data || []; + + if (entities.length === 0) missingDeps.push("entities"); + if (dataSources.length === 0) missingDeps.push("data sources"); + + if (missingDeps.length > 0) { + setPrereqWarning( + `Feature views require at least one entity and one data source. Missing: ${missingDeps.join(" and ")}. You can still proceed — the form will let you create them inline.`, + ); + } + setIsModalOpen(true); + }; useDocumentTitle(`Feature Views | Feast`); @@ -114,6 +181,27 @@ const Index = () => { ? filterFn(data, { tagTokenGroups, searchTokens }) : data; + const handleCreateSubmit = (formData: FeatureViewFormData) => { + const payload = formDataToPayload(formData, projectName || ""); + applyFeatureView.mutate(payload, { + onSuccess: () => { + setIsModalOpen(false); + setErrorMessage(null); + setPrereqWarning(null); + setSuccessMessage( + `Feature view "${formData.name}" created successfully.`, + ); + setTimeout(() => setSuccessMessage(null), 5000); + }, + onError: (err: unknown) => { + // Error shown inside the modal via submitError prop + const message = + err instanceof Error ? err.message : "An unexpected error occurred."; + setErrorMessage(message); + }, + }); + }; + return ( { iconType={FeatureViewIcon} pageTitle="Feature Views" rightSideItems={[ + ...(isAllProjects + ? [] + : [ + + Create Feature View + , + ]), , ]} /> + {prereqWarning && ( + <> + +

{prereqWarning}

+ + + + )} + {successMessage && ( + <> + + + + )} + {errorMessage && ( + <> + + + + )} {isLoading && (

)} - {isError &&

We encountered an error while loading.

} + {isPermissionDenied && ( + +

You do not have permission to view feature views.

+ + )} + {isError && !isPermissionDenied && ( +

We encountered an error while loading.

+ )} {isSuccess && data?.length === 0 && } {isSuccess && data && data.length > 0 && filterResult && ( @@ -171,6 +314,19 @@ const Index = () => { )} + + {isModalOpen && ( + { + setIsModalOpen(false); + setPrereqWarning(null); + setErrorMessage(null); + }} + onSubmit={handleCreateSubmit} + isSubmitting={applyFeatureView.isLoading} + submitError={errorMessage} + /> + )} ); }; diff --git a/ui/src/pages/feature-views/OnDemandFeatureViewInstance.tsx b/ui/src/pages/feature-views/OnDemandFeatureViewInstance.tsx index 5a4b48f6d6d..70824219aaa 100644 --- a/ui/src/pages/feature-views/OnDemandFeatureViewInstance.tsx +++ b/ui/src/pages/feature-views/OnDemandFeatureViewInstance.tsx @@ -1,11 +1,12 @@ import React from "react"; import { Route, Routes, useNavigate } from "react-router-dom"; import { useParams } from "react-router-dom"; -import { EuiPageTemplate } from "@elastic/eui"; +import { EuiBadge, EuiPageTemplate } from "@elastic/eui"; import { FeatureViewIcon } from "../../graphics/FeatureViewIcon"; -import { useMatchExact } from "../../hooks/useMatchSubpath"; +import { useMatchExact, useMatchSubpath } from "../../hooks/useMatchSubpath"; import OnDemandFeatureViewOverviewTab from "./OnDemandFeatureViewOverviewTab"; +import FeatureViewVersionsTab from "./FeatureViewVersionsTab"; import { useOnDemandFeatureViewCustomTabs, @@ -29,7 +30,17 @@ const OnDemandFeatureInstance = ({ data }: OnDemandFeatureInstanceProps) => { + {featureViewName} + {data?.meta?.currentVersionNumber != null && + data.meta.currentVersionNumber > 0 && ( + + v{data.meta.currentVersionNumber} + + )} + + } tabs={[ { label: "Overview", @@ -38,6 +49,13 @@ const OnDemandFeatureInstance = ({ data }: OnDemandFeatureInstanceProps) => { navigate(""); }, }, + { + label: "Versions", + isSelected: useMatchSubpath("versions"), + onClick: () => { + navigate("versions"); + }, + }, ...customNavigationTabs, ]} /> @@ -47,6 +65,12 @@ const OnDemandFeatureInstance = ({ data }: OnDemandFeatureInstanceProps) => { path="/" element={} /> + + } + /> {CustomTabRoutes} diff --git a/ui/src/pages/feature-views/RegularFeatureViewInstance.tsx b/ui/src/pages/feature-views/RegularFeatureViewInstance.tsx index 48d61e45f8f..b800a861481 100644 --- a/ui/src/pages/feature-views/RegularFeatureViewInstance.tsx +++ b/ui/src/pages/feature-views/RegularFeatureViewInstance.tsx @@ -1,12 +1,26 @@ -import React, { useContext } from "react"; -import { Route, Routes, useNavigate } from "react-router-dom"; -import { EuiPageTemplate } from "@elastic/eui"; +import React, { useContext, useState } from "react"; +import { Route, Routes, useNavigate, useParams } from "react-router-dom"; +import { + EuiBadge, + EuiButton, + EuiButtonEmpty, + EuiConfirmModal, + EuiPageTemplate, +} from "@elastic/eui"; import { FeatureViewIcon } from "../../graphics/FeatureViewIcon"; import { useMatchExact, useMatchSubpath } from "../../hooks/useMatchSubpath"; import RegularFeatureViewOverviewTab from "./RegularFeatureViewOverviewTab"; import FeatureViewLineageTab from "./FeatureViewLineageTab"; +import FeatureViewVersionsTab from "./FeatureViewVersionsTab"; +import FeatureViewFormModal, { + FeatureViewFormData, +} from "../../components/FeatureViewFormModal"; +import { + useApplyFeatureView, + useDeleteFeatureView, +} from "../../queries/mutations/useFeatureViewMutations"; import { useRegularFeatureViewCustomTabs, @@ -20,12 +34,69 @@ interface RegularFeatureInstanceProps { permissions?: any[]; } +const buildEditFormData = ( + fv: feast.core.IFeatureView, +): FeatureViewFormData => { + const tags = fv.spec?.tags + ? Object.entries(fv.spec.tags).map(([key, value]) => ({ key, value })) + : []; + + const features = (fv.spec?.features || []).map((f) => ({ + name: f.name || "", + valueType: String(f.valueType ?? 0), + description: f.description || "", + })); + + let ttlValue = 0; + let ttlUnit = "seconds"; + if (fv.spec?.ttl?.seconds) { + const secs = + typeof fv.spec.ttl.seconds === "number" + ? fv.spec.ttl.seconds + : ((fv.spec.ttl.seconds as any).toNumber?.() ?? 0); + if (secs > 0 && secs % 86400 === 0) { + ttlValue = secs / 86400; + ttlUnit = "days"; + } else if (secs > 0 && secs % 3600 === 0) { + ttlValue = secs / 3600; + ttlUnit = "hours"; + } else if (secs > 0 && secs % 60 === 0) { + ttlValue = secs / 60; + ttlUnit = "minutes"; + } else { + ttlValue = secs; + ttlUnit = "seconds"; + } + } + + return { + name: fv.spec?.name || "", + description: fv.spec?.description || "", + owner: fv.spec?.owner || "", + entities: fv.spec?.entities || [], + features, + batchSource: fv.spec?.batchSource?.name || "", + ttlValue, + ttlUnit, + online: fv.spec?.online ?? true, + tags, + }; +}; + +const TTL_UNITS: Record = { + days: 86400, + hours: 3600, + minutes: 60, + seconds: 1, +}; + const RegularFeatureInstance = ({ data, permissions, }: RegularFeatureInstanceProps) => { const { enabledFeatureStatistics } = useContext(FeatureFlagsContext); const navigate = useNavigate(); + const { projectName } = useParams(); const { customNavigationTabs } = useRegularFeatureViewCustomTabs(navigate); let tabs = [ @@ -57,16 +128,104 @@ const RegularFeatureInstance = ({ }); } + tabs.push({ + label: "Versions", + isSelected: useMatchSubpath("versions"), + onClick: () => { + navigate("versions"); + }, + }); + tabs.push(...customNavigationTabs); const TabRoutes = useRegularFeatureViewCustomTabRoutes(); + const applyFeatureView = useApplyFeatureView(); + const deleteFeatureView = useDeleteFeatureView(); + + const [showDeleteConfirm, setShowDeleteConfirm] = useState(false); + const [isEditModalOpen, setIsEditModalOpen] = useState(false); + const [editError, setEditError] = useState(null); + + const handleDelete = () => { + deleteFeatureView.mutate( + { name: data?.spec?.name || "", project: projectName || "" }, + { + onSuccess: () => { + navigate(`/p/${projectName}/feature-view`); + }, + }, + ); + }; + + const handleEditSubmit = (formData: FeatureViewFormData) => { + const payload = { + name: formData.name, + project: projectName || "", + entities: formData.entities, + features: formData.features.map((f) => ({ + name: f.name, + value_type: parseInt(f.valueType, 10), + description: f.description, + })), + batch_source: formData.batchSource, + ttl_seconds: formData.ttlValue * (TTL_UNITS[formData.ttlUnit] || 1), + online: formData.online, + description: formData.description, + owner: formData.owner, + tags: Object.fromEntries( + formData.tags.filter((t) => t.key.trim()).map((t) => [t.key, t.value]), + ), + }; + applyFeatureView.mutate(payload, { + onSuccess: () => { + setIsEditModalOpen(false); + setEditError(null); + }, + onError: (err: unknown) => { + const message = + err instanceof Error ? err.message : "An unexpected error occurred."; + setEditError(message); + }, + }); + }; + return ( + {data?.spec?.name} + {data?.meta?.currentVersionNumber != null && + data.meta.currentVersionNumber > 0 && ( + + v{data.meta.currentVersionNumber} + + )} + + } + rightSideItems={[ + { + setEditError(null); + setIsEditModalOpen(true); + }} + > + Edit + , + setShowDeleteConfirm(true)} + > + Delete + , + ]} tabs={tabs} /> @@ -84,9 +243,46 @@ const RegularFeatureInstance = ({ path="/lineage" element={} /> + + } + /> {TabRoutes} + + {showDeleteConfirm && ( + setShowDeleteConfirm(false)} + onConfirm={handleDelete} + cancelButtonText="Cancel" + confirmButtonText="Delete" + buttonColor="danger" + isLoading={deleteFeatureView.isLoading} + > +

+ This will permanently remove the feature view. This action cannot be + undone. +

+ + )} + + {isEditModalOpen && data && ( + { + setIsEditModalOpen(false); + setEditError(null); + }} + onSubmit={handleEditSubmit} + initialData={buildEditFormData(data)} + isEdit + isSubmitting={applyFeatureView.isLoading} + submitError={editError} + /> + )} ); }; diff --git a/ui/src/pages/feature-views/RegularFeatureViewOverviewTab.tsx b/ui/src/pages/feature-views/RegularFeatureViewOverviewTab.tsx index e766e4fd0ab..e58e690c04e 100644 --- a/ui/src/pages/feature-views/RegularFeatureViewOverviewTab.tsx +++ b/ui/src/pages/feature-views/RegularFeatureViewOverviewTab.tsx @@ -8,6 +8,7 @@ import { EuiStat, EuiText, EuiTitle, + EuiToolTip, } from "@elastic/eui"; import React from "react"; @@ -19,9 +20,11 @@ import { encodeSearchQueryString } from "../../hooks/encodeSearchQueryString"; import { EntityRelation } from "../../parsers/parseEntityRelationships"; import { FEAST_FCO_TYPES } from "../../parsers/types"; import useLoadRelationshipData from "../../queries/useLoadRelationshipsData"; +import useLoadFeatureUsage from "../../queries/useLoadFeatureUsage"; import { getEntityPermissions } from "../../utils/permissionUtils"; import BatchSourcePropertiesView from "../data-sources/BatchSourcePropertiesView"; import ConsumingFeatureServicesList from "./ConsumingFeatureServicesList"; +import FeatureViewUsagePanel from "./FeatureViewUsagePanel"; import { feast } from "../../protos"; import { toDate } from "../../utils/timestamp"; @@ -51,6 +54,7 @@ const RegularFeatureViewOverviewTab = ({ const fvName = featureViewName === undefined ? "" : featureViewName; const relationshipQuery = useLoadRelationshipData(); + const { data: usageData } = useLoadFeatureUsage(); const fsNames = relationshipQuery.data ? relationshipQuery.data.filter(whereFSconsumesThisFv(fvName)).map((fs) => { @@ -59,12 +63,43 @@ const RegularFeatureViewOverviewTab = ({ : []; const numOfFs = fsNames.length; + const fvUsage = usageData?.feature_usage?.[fvName]; + const runCount = fvUsage?.run_count ?? 0; + const lastUsed = fvUsage?.last_used ?? null; + const lastUsedLabel = + lastUsed != null ? new Date(lastUsed).toLocaleDateString() : "N/A"; + return ( + {usageData?.mlflow_enabled && ( + <> + + + + + + + + + + )} @@ -128,6 +163,10 @@ const RegularFeatureViewOverviewTab = ({ )} + {usageData?.mlflow_enabled && ( + + )} +

Field Coverage

+ + + Percentage of records with non-null values for each label field + + + {quality.feature_names.map((fn) => ( + + + + + {fn} + + + + 80 + ? "success" + : (quality.coverage_pct[fn] || 0) > 50 + ? "warning" + : "danger" + } + label={`${(quality.coverage_pct[fn] || 0).toFixed(1)}%`} + /> + + + + {quality.null_counts[fn] || 0} nulls + + + + + + ))} + + + + + {/* Distributions */} + + +

Value Distributions

+ + + Distribution of label values across all records + + + {quality.feature_names.map((fn) => ( + + + + + + ))} + + + + + {/* Per-Labeler Stats */} + {labelerData.length > 0 && ( + + + + +

Per-Labeler Statistics

+ + + {quality.labeler_field && ( + + + Tracked via: {quality.labeler_field} + + + )} + + + + + )} + + ); +}; + +export default QualityDashboardTab; diff --git a/ui/src/pages/label-views/RagLabelingMethod.tsx b/ui/src/pages/label-views/RagLabelingMethod.tsx new file mode 100644 index 00000000000..84ad696a149 --- /dev/null +++ b/ui/src/pages/label-views/RagLabelingMethod.tsx @@ -0,0 +1,899 @@ +import React, { useState, useContext, useMemo } from "react"; +import { useParams } from "react-router-dom"; +import { + EuiCallOut, + EuiSpacer, + EuiFlexGroup, + EuiFlexItem, + EuiFormRow, + EuiFieldText, + EuiButton, + EuiPanel, + EuiTitle, + EuiText, + EuiLoadingSpinner, + EuiButtonGroup, + EuiCode, + EuiTextArea, + EuiModal, + EuiModalHeader, + EuiModalHeaderTitle, + EuiModalBody, + EuiModalFooter, + EuiOverlayMask, + EuiForm, + EuiIcon, + EuiBasicTable, + EuiBasicTableColumn, + EuiBadge, + EuiDescriptionList, + EuiDescriptionListTitle, + EuiDescriptionListDescription, +} from "@elastic/eui"; +import { useTheme } from "../../contexts/ThemeContext"; +import RegistryPathContext from "../../contexts/RegistryPathContext"; +import type { AnnotationConfig } from "./useAnnotationConfig"; + +interface TextSelection { + text: string; + start: number; + end: number; +} + +interface DocumentLabel { + text: string; + start: number; + end: number; + label: string; + timestamp: number; +} + +interface RagLabelingMethodProps { + annotationConfig: AnnotationConfig; +} + +const RagLabelingMethod = ({ annotationConfig }: RagLabelingMethodProps) => { + const { labelViewName } = useParams(); + const { colorMode } = useTheme(); + const registryUrl = useContext(RegistryPathContext); + + const fieldRoles = annotationConfig.field_roles; + const labelValues = annotationConfig.label_values; + const labelWidgets = annotationConfig.label_widgets; + + const contentRefField = useMemo( + () => + Object.entries(fieldRoles).find( + ([, role]) => role === "content_ref", + )?.[0] || null, + [fieldRoles], + ); + const contentField = useMemo( + () => + Object.entries(fieldRoles).find(([, role]) => role === "content")?.[0] || + null, + [fieldRoles], + ); + const spanStartField = useMemo( + () => + Object.entries(fieldRoles).find( + ([, role]) => role === "span_start", + )?.[0] || null, + [fieldRoles], + ); + const spanEndField = useMemo( + () => + Object.entries(fieldRoles).find(([, role]) => role === "span_end")?.[0] || + null, + [fieldRoles], + ); + + const labelFieldEntries = useMemo( + () => Object.entries(fieldRoles).filter(([, role]) => role === "label"), + [fieldRoles], + ); + const primaryLabelField = labelFieldEntries[0]?.[0] || null; + const secondaryLabelFields = labelFieldEntries.slice(1).map(([name]) => name); + + const primaryLabelOptions = useMemo(() => { + if (!primaryLabelField) + return [ + { id: "relevant", label: "Relevant" }, + { id: "irrelevant", label: "Irrelevant" }, + ]; + const values = labelValues[primaryLabelField]; + if (values && values.length > 0) { + return values.map((v) => ({ + id: v, + label: v.charAt(0).toUpperCase() + v.slice(1), + })); + } + return [ + { id: "relevant", label: "Relevant" }, + { id: "irrelevant", label: "Irrelevant" }, + ]; + }, [primaryLabelField, labelValues]); + + const [filePath, setFilePath] = useState(""); + const [selectedText, setSelectedText] = useState(null); + const [labelingMode, setLabelingMode] = useState( + primaryLabelOptions[0]?.id || "relevant", + ); + const [labels, setLabels] = useState([]); + const [isLoading, setIsLoading] = useState(false); + const [documentContent, setDocumentContent] = useState(null); + const [error, setError] = useState(null); + const [groundTruthLabel, setGroundTruthLabel] = useState(""); + const [isSaving, setIsSaving] = useState(false); + const [pushSuccess, setPushSuccess] = useState(null); + const [isModalOpen, setIsModalOpen] = useState(false); + const [extraFieldValues, setExtraFieldValues] = useState< + Record + >({}); + + const loadDocument = async () => { + if (!filePath) return; + setIsLoading(true); + setError(null); + + try { + const baseUrl = registryUrl?.replace(/\/$/, "") || "/api/v1"; + const response = await fetch( + `${baseUrl}/document-content?path=${encodeURIComponent(filePath)}`, + ); + if (response.ok) { + const result = await response.json(); + setDocumentContent(result.content); + } else { + setDocumentContent( + `This is a sample document for testing RAG labeling in Feast UI. + +The document contains multiple paragraphs that can be used to test text highlighting and labeling. + +This paragraph discusses machine learning and artificial intelligence concepts. It covers topics like neural networks, deep learning, and natural language processing. Users should be able to select and label relevant portions of this text for RAG retrieval systems. + +Another section focuses on data engineering and ETL pipelines. This content explains how to process large datasets and build scalable data infrastructure. + +The final paragraph contains information about feature stores and real-time machine learning systems.`, + ); + } + } catch { + setDocumentContent( + `This is a sample document for testing RAG labeling in Feast UI. + +The document contains multiple paragraphs that can be used to test text highlighting and labeling. + +This paragraph discusses machine learning and artificial intelligence concepts. It covers topics like neural networks, deep learning, and natural language processing. + +Another section focuses on data engineering and ETL pipelines. This content explains how to process large datasets and build scalable data infrastructure. + +The final paragraph contains information about feature stores and real-time machine learning systems.`, + ); + } finally { + setIsLoading(false); + } + }; + + const handleTextSelection = () => { + const selection = window.getSelection(); + if (selection && selection.toString().trim() && documentContent) { + const selectedTextContent = selection.toString().trim(); + const range = selection.getRangeAt(0); + const rangeText = range.toString(); + if (rangeText) { + const startIndex = documentContent.indexOf(rangeText); + if (startIndex !== -1) { + setSelectedText({ + text: selectedTextContent, + start: startIndex, + end: startIndex + rangeText.length, + }); + } + } + } + }; + + const handleLabelSelection = () => { + if (selectedText) { + const newLabel: DocumentLabel = { + text: selectedText.text, + start: selectedText.start, + end: selectedText.end, + label: labelingMode, + timestamp: Date.now(), + }; + setLabels([...labels, newLabel]); + setSelectedText(null); + const selection = window.getSelection(); + if (selection) selection.removeAllRanges(); + } + }; + + const handleRemoveLabel = (index: number) => { + setLabels(labels.filter((_: DocumentLabel, i: number) => i !== index)); + }; + + const generateChunkId = (docName: string, start: number, end: number) => { + const raw = `${docName}:${start}:${end}`; + let hash = 0; + for (let i = 0; i < raw.length; i++) { + const char = raw.charCodeAt(i); + hash = (hash << 5) - hash + char; + hash |= 0; + } + return `chunk_${Math.abs(hash).toString(36)}`; + }; + + const openSubmitModal = () => { + const defaults: Record = {}; + if (annotationConfig.labeler_field) { + defaults[annotationConfig.labeler_field] = "rag_labeling_ui"; + } + setExtraFieldValues(defaults); + setIsModalOpen(true); + }; + + const buildPushRows = () => { + const docName = filePath || "document"; + const entityField = annotationConfig.entities[0] || "entity_id"; + const labelerField = annotationConfig.labeler_field; + + return labels.map((label) => { + const row: Record = {}; + + row[entityField] = generateChunkId(docName, label.start, label.end); + + if (annotationConfig.entities.length > 1) { + for (let i = 1; i < annotationConfig.entities.length; i++) { + const ent = annotationConfig.entities[i]; + if (extraFieldValues[ent]) { + row[ent] = extraFieldValues[ent]; + } + } + } + + if (contentRefField) row[contentRefField] = filePath; + if (contentField) row[contentField] = label.text; + if (spanStartField) row[spanStartField] = label.start; + if (spanEndField) row[spanEndField] = label.end; + if (primaryLabelField) row[primaryLabelField] = label.label; + + for (const secField of secondaryLabelFields) { + const widget = labelWidgets[secField]; + if (widget === "text" && groundTruthLabel) { + row[secField] = groundTruthLabel; + } else if (extraFieldValues[secField]) { + row[secField] = extraFieldValues[secField]; + } + } + + if (labelerField) { + row[labelerField] = extraFieldValues[labelerField] || "rag_labeling_ui"; + } + + row["event_timestamp"] = new Date().toISOString(); + return row; + }); + }; + + const saveToLabelView = async () => { + if (labels.length === 0) return; + setIsSaving(true); + setError(null); + setPushSuccess(null); + + try { + const baseUrl = registryUrl?.replace(/\/$/, "") || "/api/v1"; + const pushSourceName = + annotationConfig.push_source_name || `${labelViewName}_push_source`; + const rows = buildPushRows(); + + const columnar: Record = {}; + if (rows.length > 0) { + for (const key of Object.keys(rows[0])) { + columnar[key] = rows.map((r) => r[key]); + } + } + + const response = await fetch(`${baseUrl}/push`, { + method: "POST", + headers: { "Content-Type": "application/json" }, + body: JSON.stringify({ + push_source_name: pushSourceName, + df: columnar, + to: "online_and_offline", + }), + }); + + if (response.ok) { + setPushSuccess( + `Pushed ${labels.length} span labels to ${labelViewName}`, + ); + setLabels([]); + setIsModalOpen(false); + } else { + const errData = await response.json().catch(() => null); + setError( + typeof errData?.detail === "string" + ? errData.detail + : `Push failed (${response.status})`, + ); + } + } catch (e: any) { + setError(e.message || "Network error"); + } finally { + setIsSaving(false); + } + }; + + const exportJSON = () => { + const rows = buildPushRows(); + const saveData = { + labelView: labelViewName, + profile: annotationConfig.profile, + filePath, + groundTruthLabel, + rows, + timestamp: new Date().toISOString(), + }; + const blob = new Blob([JSON.stringify(saveData, null, 2)], { + type: "application/json", + }); + const url = URL.createObjectURL(blob); + const a = document.createElement("a"); + a.href = url; + a.download = `${labelViewName}_rag_labels.json`; + a.click(); + URL.revokeObjectURL(url); + }; + + const renderDocumentWithHighlights = ( + content: string, + ): (string | React.ReactElement)[] => { + const allHighlights = [...labels]; + if (selectedText) { + allHighlights.push({ + text: selectedText.text, + start: selectedText.start, + end: selectedText.end, + label: "temp-selection", + timestamp: 0, + }); + } + if (allHighlights.length === 0) return [content]; + + const sortedHighlights = [...allHighlights].sort( + (a, b) => a.start - b.start, + ); + const result: (string | React.ReactElement)[] = []; + let lastIndex = 0; + + const positiveValues = new Set( + primaryLabelOptions.length > 0 + ? [primaryLabelOptions[0].id] + : ["relevant"], + ); + + sortedHighlights.forEach((highlight, index) => { + result.push(content.slice(lastIndex, highlight.start)); + let highlightColor: string; + let borderColor: string; + + if (highlight.label === "temp-selection") { + highlightColor = colorMode === "dark" ? "#1a4d66" : "#add8e6"; + borderColor = colorMode === "dark" ? "#2d6b8a" : "#87ceeb"; + } else if (!positiveValues.has(highlight.label)) { + highlightColor = colorMode === "dark" ? "#4d1a1a" : "#f8d7da"; + borderColor = colorMode === "dark" ? "#6b2d2d" : "#f5c6cb"; + } else { + highlightColor = colorMode === "dark" ? "#1a4d1a" : "#d4edda"; + borderColor = colorMode === "dark" ? "#2d6b2d" : "#c3e6cb"; + } + + result.push( + + {highlight.text} + , + ); + lastIndex = highlight.end; + }); + + result.push(content.slice(lastIndex)); + return result; + }; + + const chunkColumns: EuiBasicTableColumn[] = [ + { + field: "label", + name: primaryLabelField || "Label", + width: "120px", + render: (value: string) => { + const isPositive = + primaryLabelOptions.length > 0 && value === primaryLabelOptions[0].id; + return ( + {value} + ); + }, + }, + { + field: "text", + name: "Span Text", + truncateText: true, + render: (value: string) => + value.substring(0, 100) + (value.length > 100 ? "..." : ""), + }, + { + name: "Offsets", + width: "100px", + render: (item: DocumentLabel) => ( + + {item.start}–{item.end} + + ), + }, + ]; + + const unmappedFeatures = annotationConfig.features.filter((f) => { + if (f === annotationConfig.labeler_field) return false; + if (fieldRoles[f]) return false; + return true; + }); + + return ( + + +

+ Load a document, highlight text spans, and label them. Span positions + and labels are auto-mapped to your schema fields and pushed to{" "} + {labelViewName} via its PushSource. +

+ + + + + + +

Field Mapping

+ + + + {contentRefField && ( + <> + Document path + + {contentRefField} + + + )} + {contentField && ( + <> + Span text + + {contentField} + + + )} + {spanStartField && spanEndField && ( + <> + Offsets + + {spanStartField},{" "} + {spanEndField} + + + )} + {primaryLabelField && ( + <> + Primary label + + {primaryLabelField} + {" → "} + {primaryLabelOptions.map((o) => o.id).join(", ")} + + + )} + {secondaryLabelFields.map((f) => ( + + {f} + + {labelWidgets[f] || "text"} + + + ))} + + + + + + + + + setFilePath(e.target.value)} + /> + + + + + + Load Document + + + + + + {isLoading && ( + <> + + + + + + + Loading document... + + + + )} + + {error && ( + <> + + +

{error}

+ + + )} + + {pushSuccess && ( + <> + + + + )} + + {documentContent && ( + <> + + + + + + setLabelingMode(id)} + buttonSize="s" + /> + + + + + + Label Selected Text + + + + + + {selectedText && ( + <> + + + {selectedText.text.substring(0, 120)} + + + )} + + + + + +

Document Content

+ + + +

+ {renderDocumentWithHighlights(documentContent)} +

+ + + + {secondaryLabelFields.length > 0 && ( + <> + + {secondaryLabelFields.map((f) => { + const widget = labelWidgets[f] || "text"; + if (widget === "text") { + return ( + + { + if (f === secondaryLabelFields[0]) { + setGroundTruthLabel(e.target.value); + } else { + setExtraFieldValues((prev) => ({ + ...prev, + [f]: e.target.value, + })); + } + }} + rows={3} + /> + + ); + } + return null; + })} + + )} + + + + + + + Export JSON + + + + + Save to LabelView ({labels.length}) + + + + + {labels.length > 0 && ( + <> + + + +

Labeled Spans ({labels.length})

+ + + {labels.map((label, index) => ( + + + + {label.label} + + + + + {label.start}–{label.end} + + + + + "{label.text.substring(0, 80)} + {label.text.length > 80 ? "..." : ""}" + + + + handleRemoveLabel(index)} + > + Remove + + + + ))} + + + )} + + )} + + {isModalOpen && ( + + setIsModalOpen(false)} maxWidth={600}> + + + Push {labels.length} Span + {labels.length !== 1 ? "s" : ""} to {labelViewName} + + + + +

+ Each span will be pushed as a row. Entity key ( + {annotationConfig.entities[0] || "entity_id"} + ) is auto-generated from document path + span offsets. Fields + are mapped from the annotation profile. +

+ + + + + +

Spans to push:

+ + + + + + + +

Additional Fields

+ + + + + + setExtraFieldValues((prev) => ({ + ...prev, + [annotationConfig.labeler_field]: e.target.value, + })) + } + /> + + + {annotationConfig.entities.length > 1 && + annotationConfig.entities.slice(1).map((ent) => ( + + + setExtraFieldValues((prev) => ({ + ...prev, + [ent]: e.target.value, + })) + } + /> + + ))} + + {unmappedFeatures.map((f) => ( + + + setExtraFieldValues((prev) => ({ + ...prev, + [f]: e.target.value, + })) + } + /> + + ))} + + + {error && ( + <> + + + {error} + + + )} + + + { + setIsModalOpen(false); + setError(null); + }} + > + Cancel + + + Push Labels + + + + + )} + + ); +}; + +export default RagLabelingMethod; diff --git a/ui/src/pages/label-views/TrainingExportTab.tsx b/ui/src/pages/label-views/TrainingExportTab.tsx new file mode 100644 index 00000000000..7a19741c182 --- /dev/null +++ b/ui/src/pages/label-views/TrainingExportTab.tsx @@ -0,0 +1,421 @@ +import React, { useContext, useState } from "react"; +import { useParams } from "react-router-dom"; +import { + EuiPanel, + EuiTitle, + EuiForm, + EuiFormRow, + EuiFieldText, + EuiButton, + EuiSpacer, + EuiCallOut, + EuiText, + EuiLoadingSpinner, + EuiFlexGroup, + EuiFlexItem, + EuiBasicTable, + EuiBasicTableColumn, + EuiBadge, + EuiDatePicker, + EuiSuperSelect, +} from "@elastic/eui"; +import RegistryPathContext from "../../contexts/RegistryPathContext"; +import useLoadLabelView from "./useLoadLabelView"; +import useLoadRegistry from "../../queries/useLoadRegistry"; +import moment from "moment"; + +const TrainingExportTab = () => { + const { labelViewName } = useParams(); + const registryUrl = useContext(RegistryPathContext); + const name = labelViewName || ""; + const { isLoading, data } = useLoadLabelView(name); + const { data: registryData } = useLoadRegistry(registryUrl); + + const [featureService, setFeatureService] = useState(""); + const [entityColumn, setEntityColumn] = useState(""); + const [entityValues, setEntityValues] = useState(""); + const [startDate, setStartDate] = useState( + moment().subtract(30, "days"), + ); + const [endDate, setEndDate] = useState(moment()); + const [exporting, setExporting] = useState(false); + const [exportResult, setExportResult] = useState(null); + const [error, setError] = useState(null); + + if (isLoading) { + return ( +

+ Loading... +

+ ); + } + + const spec = data?.object?.spec || data?.spec || {}; + const entities: string[] = spec.entityColumns?.length + ? spec.entityColumns.map((ec: { name: string }) => ec.name) + : spec.entities || []; + + const allFeatureServices = registryData?.objects?.featureServices || []; + const relevantFeatureServices = allFeatureServices.filter((fs: any) => { + const projections = [ + ...(fs.spec?.features || []), + ...(fs.spec?.featureViewProjections || []), + ]; + return projections.some( + (proj: any) => + proj.featureViewName === name || + proj.name === name || + proj.featureViewProjection?.featureViewName === name, + ); + }); + const servicesToShow = + relevantFeatureServices.length > 0 + ? relevantFeatureServices + : allFeatureServices; + + const featureServiceOptions = servicesToShow.map((fs: any) => ({ + value: fs.spec?.name || fs.name || "", + inputDisplay: fs.spec?.name || fs.name || "Unknown", + dropdownDisplay: ( + + {fs.spec?.name || fs.name} + {fs.spec?.description && ( + +

{fs.spec.description}

+ + )} + + ), + })); + + const entityColumnOptions = entities.map((e: string) => ({ + value: e, + inputDisplay: e, + })); + + const handleExport = async () => { + setExporting(true); + setError(null); + setExportResult(null); + + try { + const baseUrl = registryUrl?.replace(/\/$/, "") || "/api/v1"; + const entityKey = + entityColumn || (entities.length > 0 ? entities[0] : "entity_id"); + const values = entityValues + .split(",") + .map((v: string) => v.trim()) + .filter((v: string) => v.length > 0); + + if (values.length === 0) { + setError("Please provide at least one entity value"); + setExporting(false); + return; + } + + const serviceName = featureService || `${name}_service`; + const entityDf: Record = { + [entityKey]: values, + }; + + const response = await fetch(`${baseUrl}/training-dataset/export`, { + method: "POST", + headers: { "Content-Type": "application/json" }, + body: JSON.stringify({ + feature_service: serviceName, + entity_df: entityDf, + start_date: startDate?.toISOString() || null, + end_date: endDate?.toISOString() || null, + }), + }); + + const result = await response.json(); + if (!response.ok) { + const detail = result.detail; + setError( + typeof detail === "string" + ? detail + : Array.isArray(detail) + ? detail.map((d: any) => d.msg || JSON.stringify(d)).join("; ") + : "Export failed", + ); + } else { + setExportResult(result); + } + } catch (e: any) { + setError(e.message || "Network error"); + } finally { + setExporting(false); + } + }; + + const downloadCSV = () => { + if (!exportResult?.data) return; + const cols = exportResult.columns; + const csvRows = [cols.join(",")]; + for (const row of exportResult.data) { + csvRows.push( + cols + .map((c: string) => { + const val = row[c]; + if (val === null || val === undefined) return ""; + const str = String(val); + return str.includes(",") ? `"${str}"` : str; + }) + .join(","), + ); + } + const blob = new Blob([csvRows.join("\n")], { type: "text/csv" }); + const url = URL.createObjectURL(blob); + const a = document.createElement("a"); + a.href = url; + a.download = `${exportResult.feature_service}_training_data.csv`; + a.click(); + URL.revokeObjectURL(url); + }; + + const downloadJSON = () => { + if (!exportResult?.data) return; + const blob = new Blob([JSON.stringify(exportResult.data, null, 2)], { + type: "application/json", + }); + const url = URL.createObjectURL(blob); + const a = document.createElement("a"); + a.href = url; + a.download = `${exportResult.feature_service}_training_data.json`; + a.click(); + URL.revokeObjectURL(url); + }; + + const columns: EuiBasicTableColumn[] = exportResult + ? exportResult.columns.map((col: string) => ({ + field: col, + name: col, + truncateText: true, + render: (val: any) => + val === null || val === undefined ? ( + null + ) : ( + String(val) + ), + })) + : []; + + return ( + + + + Create a point-in-time correct training dataset by joining features + with labels via get_historical_features. Export as CSV or + JSON for model training. + + + + + + + +

Export Configuration

+ + + + + + setFeatureService(value)} + placeholder="Select a feature service..." + hasDividers + /> + + + + {entityColumnOptions.length > 0 ? ( + setEntityColumn(value)} + /> + ) : ( + setEntityColumn(e.target.value)} + /> + )} + + + + setEntityValues(e.target.value)} + /> + + + + + + + + + + + + + + + + + + + Generate Training Dataset + + + + + {error && ( + + + + {error} + + + )} + + {exportResult && ( + + + + + + +

+ Training Dataset{" "} + + {exportResult.row_count} rows + +

+ + + + + + + Download CSV + + + + + Download JSON + + + + + + + + Feature service: {exportResult.feature_service} | + Columns: {exportResult.columns.length} | Point-in-time correct + + + + {exportResult.data.length > 50 && ( + + Showing first 50 of {exportResult.data.length} rows. Download + for full dataset. + + )} + + + )} + + + + + +

SDK Equivalent

+ + + + This UI action is equivalent to the following Python SDK call: + + +

+          {`from feast import FeatureStore
+import pandas as pd
+
+store = FeatureStore(".")
+entity_df = pd.DataFrame({
+    "${entityColumn || entities[0] || "entity_id"}": [${
+      entityValues
+        ? entityValues
+            .split(",")
+            .map((v) => `"${v.trim()}"`)
+            .join(", ")
+        : '"user_1", "user_2"'
+    }],
+    "event_timestamp": pd.Timestamp("${endDate?.toISOString() || "now"}"),
+})
+
+training_df = store.get_historical_features(
+    entity_df=entity_df,
+    features=store.get_feature_service("${featureService || "your_service"}"),
+).to_df()
+
+training_df.to_parquet("training_data.parquet")`}
+

+ + + ); +}; + +export default TrainingExportTab; diff --git a/ui/src/pages/label-views/useAnnotationConfig.ts b/ui/src/pages/label-views/useAnnotationConfig.ts new file mode 100644 index 00000000000..558fd3067e8 --- /dev/null +++ b/ui/src/pages/label-views/useAnnotationConfig.ts @@ -0,0 +1,41 @@ +import { useContext } from "react"; +import { useQuery } from "react-query"; +import RegistryPathContext from "../../contexts/RegistryPathContext"; + +export interface AnnotationConfig { + label_view: string; + profile: string; + field_roles: Record; + label_values: Record; + label_widgets: Record; + entities: string[]; + features: string[]; + labeler_field: string; + push_source_name: string | null; +} + +const useAnnotationConfig = (labelViewName: string) => { + const registryUrl = useContext(RegistryPathContext); + const baseUrl = registryUrl?.replace(/\/$/, "") || "/api/v1"; + + return useQuery( + ["annotation-config", labelViewName, registryUrl], + async () => { + const response = await fetch( + `${baseUrl}/annotation-config/${encodeURIComponent(labelViewName)}`, + ); + if (!response.ok) { + throw new Error( + `Failed to load annotation config (${response.status})`, + ); + } + return response.json(); + }, + { + enabled: !!labelViewName && !!registryUrl, + staleTime: 60_000, + }, + ); +}; + +export default useAnnotationConfig; diff --git a/ui/src/pages/label-views/useLoadLabelView.ts b/ui/src/pages/label-views/useLoadLabelView.ts new file mode 100644 index 00000000000..8ddb44cd22c --- /dev/null +++ b/ui/src/pages/label-views/useLoadLabelView.ts @@ -0,0 +1,18 @@ +import { useParams } from "react-router-dom"; +import useResourceQuery, { + labelViewDetailPath, +} from "../../queries/useResourceQuery"; + +const useLoadLabelView = (labelViewName: string) => { + const { projectName } = useParams(); + + return useResourceQuery({ + resourceType: `label-view:${labelViewName}`, + project: projectName, + restPath: labelViewDetailPath(labelViewName, projectName || ""), + restSelect: (d) => d, + enabled: !!labelViewName, + }); +}; + +export default useLoadLabelView; diff --git a/ui/src/pages/lineage/Index.tsx b/ui/src/pages/lineage/Index.tsx index a3a9ca19296..40bf7f83afc 100644 --- a/ui/src/pages/lineage/Index.tsx +++ b/ui/src/pages/lineage/Index.tsx @@ -1,18 +1,29 @@ -import React, { useContext } from "react"; +import React, { useContext, useState } from "react"; import { EuiPageTemplate, EuiTitle, EuiSpacer, EuiSkeletonText, EuiEmptyPrompt, + EuiButtonGroup, } from "@elastic/eui"; import { useDocumentTitle } from "../../hooks/useDocumentTitle"; import useLoadRegistry from "../../queries/useLoadRegistry"; import RegistryPathContext from "../../contexts/RegistryPathContext"; import RegistryVisualizationTab from "../../components/RegistryVisualizationTab"; +import { LineageGraph } from "../../components/OpenLineageGraph"; +import LineageEventsList from "../../components/LineageEventsList"; +import { useLoadOpenLineageGraph } from "../../queries/useLoadOpenLineageGraph"; import { useParams } from "react-router-dom"; +type ActiveTab = "lineage" | "events"; + +const tabButtons = [ + { id: "lineage", label: "Lineage" }, + { id: "events", label: "Events" }, +]; + const LineagePage = () => { useDocumentTitle("Feast Lineage"); const registryUrl = useContext(RegistryPathContext); @@ -22,7 +33,14 @@ const LineagePage = () => { projectName, ); - // Show message for "All Projects" view + const [activeTab, setActiveTab] = useState("lineage"); + const [registryOnly, setRegistryOnly] = useState(false); + + const olGraphQuery = useLoadOpenLineageGraph(); + + const olConsumerAvailable = + !olGraphQuery.isError && olGraphQuery.data !== undefined; + if (projectName === "all") { return ( @@ -81,7 +99,66 @@ const LineagePage = () => { /> )} - {isSuccess && } + {isSuccess && ( + <> + {olConsumerAvailable ? ( + <> + setActiveTab(id as ActiveTab)} + buttonSize="m" + isFullWidth={false} + /> + + + {activeTab === "lineage" && ( + <> + {registryOnly ? ( + + + setRegistryOnly(e.target.checked) + } + /> + {" Feast Only Lineage"} + + } + /> + ) : ( + + + setRegistryOnly(e.target.checked) + } + /> + {" Feast Only Lineage"} + + } + /> + )} + + )} + + {activeTab === "events" && } + + ) : ( + + )} + + )} ); diff --git a/ui/src/pages/monitoring/FeatureMetricsDetail.tsx b/ui/src/pages/monitoring/FeatureMetricsDetail.tsx new file mode 100644 index 00000000000..51f690ffa55 --- /dev/null +++ b/ui/src/pages/monitoring/FeatureMetricsDetail.tsx @@ -0,0 +1,259 @@ +import React, { useState, useMemo } from "react"; +import { useParams, useNavigate } from "react-router-dom"; +import { + EuiPageTemplate, + EuiFlexGroup, + EuiFlexItem, + EuiSpacer, + EuiSkeletonText, + EuiEmptyPrompt, + EuiButton, + EuiBreadcrumbs, + EuiSuperSelect, + EuiFormRow, +} from "@elastic/eui"; +import { FeatureIcon } from "../../graphics/FeatureIcon"; +import { + useFeatureMetrics, + useBaselineMetrics, +} from "../../queries/useMonitoringApi"; +import type { + NumericHistogram, + CategoricalHistogram, +} from "../../queries/useMonitoringApi"; +import { + NumericHistogramChart, + CategoricalHistogramChart, +} from "./components/HistogramChart"; +import StatsPanel from "./components/StatsPanel"; +import TimeSeriesAnalysis from "./components/TimeSeriesAnalysis"; +import { useDocumentTitle } from "../../hooks/useDocumentTitle"; + +const BASELINE_KEY = "__baseline__"; + +const GRANULARITY_LABELS: Record = { + daily: "Daily", + weekly: "Weekly", + biweekly: "Biweekly", + monthly: "Monthly", + quarterly: "Quarterly", + [BASELINE_KEY]: "Baseline", +}; + +const FeatureMetricsDetail = () => { + const { projectName, featureViewName, featureName } = useParams(); + const navigate = useNavigate(); + const [selectedGranularity, setSelectedGranularity] = useState(""); + + useDocumentTitle(`${featureName} Monitoring | ${featureViewName} | Feast`); + + const { + data: metrics, + isLoading, + isError, + } = useFeatureMetrics({ + project: projectName || "", + feature_view_name: featureViewName, + feature_name: featureName, + }); + + const { data: baselineMetrics } = useBaselineMetrics( + projectName || "", + featureViewName, + featureName, + ); + + const baselineMetric = + baselineMetrics && baselineMetrics.length > 0 ? baselineMetrics[0] : null; + + const availableGranularities = useMemo(() => { + const granularities = new Set(); + if (metrics) { + for (const m of metrics) { + if (m.row_count > 0) granularities.add(m.granularity); + } + } + return Array.from(granularities).sort(); + }, [metrics]); + + const granularityOptions = useMemo(() => { + const options = availableGranularities.map((g) => ({ + value: g, + inputDisplay: GRANULARITY_LABELS[g] || g, + dropdownDisplay: GRANULARITY_LABELS[g] || g, + })); + if (baselineMetric) { + options.push({ + value: BASELINE_KEY, + inputDisplay: "Baseline", + dropdownDisplay: "Baseline (all data)", + }); + } + return options; + }, [availableGranularities, baselineMetric]); + + const effectiveGranularity = + selectedGranularity || availableGranularities[0] || ""; + + const activeMetric = useMemo(() => { + if (effectiveGranularity === BASELINE_KEY && baselineMetric) { + return baselineMetric; + } + if (!metrics || metrics.length === 0) return null; + const matching = metrics.filter( + (m) => m.granularity === effectiveGranularity && m.row_count > 0, + ); + if (matching.length === 0) { + const withData = metrics.filter((m) => m.row_count > 0); + const candidates = withData.length > 0 ? withData : metrics; + return candidates.reduce((a, b) => + a.metric_date > b.metric_date ? a : b, + ); + } + return matching.reduce((a, b) => (a.metric_date > b.metric_date ? a : b)); + }, [metrics, effectiveGranularity, baselineMetric]); + + const breadcrumbs = [ + { + text: "Monitoring", + onClick: () => navigate(`/p/${projectName}/monitoring`), + }, + { + text: featureViewName || "", + }, + { + text: featureName || "", + }, + ]; + + if (isLoading) { + return ( + + + + + + ); + } + + if (isError || !activeMetric) { + return ( + + + + + No Metrics Available} + body={ +

+ No monitoring metrics found for feature{" "} + {featureName} in feature view{" "} + {featureViewName}. Run a monitoring compute job + first. +

+ } + actions={ + navigate(`/p/${projectName}/monitoring`)} + > + Back to Monitoring + + } + /> + + + ); + } + + const isNumeric = activeMetric.feature_type === "numeric"; + + return ( + + navigate(`/p/${projectName}/monitoring`)} + > + Back to Monitoring + , + ]} + /> + + + + + {granularityOptions.length > 0 && ( + <> + + + + setSelectedGranularity(val)} + compressed + /> + + + + + + )} + + + + {isNumeric && activeMetric.histogram && ( + + )} + {!isNumeric && activeMetric.histogram && ( + + )} + {!activeMetric.histogram && ( + No Histogram Data} + body={

Histogram data is not available for this metric.

} + /> + )} + + + + + + + + {metrics && metrics.length > 1 && ( + <> + + + + )} + + + ); +}; + +export default FeatureMetricsDetail; diff --git a/ui/src/pages/monitoring/FeatureMetricsTable.tsx b/ui/src/pages/monitoring/FeatureMetricsTable.tsx new file mode 100644 index 00000000000..5b998c98aee --- /dev/null +++ b/ui/src/pages/monitoring/FeatureMetricsTable.tsx @@ -0,0 +1,426 @@ +import React, { useState, useMemo, useEffect } from "react"; +import { + EuiBasicTable, + EuiBasicTableColumn, + EuiBadge, + EuiButtonIcon, + EuiDescriptionList, + EuiFlexGroup, + EuiFlexItem, + EuiHealth, + EuiLink, + EuiPopover, + EuiProgress, + EuiTitle, + EuiToolTip, + Criteria, +} from "@elastic/eui"; +import type { + FeatureMetric, + NumericHistogram, + CategoricalHistogram, +} from "../../queries/useMonitoringApi"; + +const healthColor = (nullRate: number): string => { + if (nullRate >= 0.5) return "danger"; + if (nullRate >= 0.1) return "warning"; + return "success"; +}; + +const healthLabel = (nullRate: number): string => { + if (nullRate >= 0.5) return "High null rate"; + if (nullRate >= 0.1) return "Moderate null rate"; + return "Healthy"; +}; + +const formatNum = (val: number | null, decimals = 2): string => { + if (val === null || val === undefined) return "—"; + if (Number.isInteger(val)) return val.toLocaleString(); + return val.toFixed(decimals); +}; + +const formatFreshness = (computedAt: string | null): string => { + if (!computedAt) return "—"; + const diff = Date.now() - new Date(computedAt).getTime(); + const mins = Math.floor(diff / 60_000); + if (mins < 1) return "just now"; + if (mins < 60) return `${mins}m ago`; + const hrs = Math.floor(mins / 60); + if (hrs < 24) return `${hrs}h ago`; + const days = Math.floor(hrs / 24); + if (days < 30) return `${days}d ago`; + return `${Math.floor(days / 30)}mo ago`; +}; + +const freshnessColor = (computedAt: string | null): string => { + if (!computedAt) return "subdued"; + const hrs = (Date.now() - new Date(computedAt).getTime()) / 3_600_000; + if (hrs < 24) return "success"; + if (hrs < 72) return "warning"; + return "danger"; +}; + +const MiniHistogram = ({ metric }: { metric: FeatureMetric }) => { + if (!metric.histogram) return —; + + const width = 120; + const height = 28; + + if (metric.feature_type === "numeric") { + const hist = metric.histogram as NumericHistogram; + const maxCount = Math.max(...hist.counts, 1); + const barW = Math.max(Math.floor(width / hist.counts.length) - 1, 2); + + return ( + + + + ); + } + + const hist = metric.histogram as CategoricalHistogram; + const maxCount = Math.max(...hist.values.map((v) => v.count), 1); + const barW = Math.max( + Math.floor(width / Math.min(hist.values.length, 10)) - 1, + 6, + ); + + return ( + + + + ); +}; + +interface FeatureMetricsTableProps { + metrics: FeatureMetric[]; + isLoading: boolean; + onFeatureClick: (fvName: string, featureName: string) => void; +} + +const PAGE_SIZE_OPTIONS = [10, 20, 50]; + +const FeatureMetricsTable = ({ + metrics, + isLoading, + onFeatureClick, +}: FeatureMetricsTableProps) => { + const [sortField, setSortField] = + useState("feature_view_name"); + const [sortDirection, setSortDirection] = useState<"asc" | "desc">("asc"); + const [pageIndex, setPageIndex] = useState(0); + const [pageSize, setPageSize] = useState(20); + + useEffect(() => { + setPageIndex(0); + }, [metrics]); + + const latestMetrics = useMemo(() => { + const byKey = new Map(); + for (const m of metrics) { + const key = `${m.feature_view_name}::${m.feature_name}`; + const existing = byKey.get(key); + if (!existing) { + byKey.set(key, m); + } else { + const preferNew = + m.row_count > 0 && existing.row_count === 0 + ? true + : existing.row_count > 0 && m.row_count === 0 + ? false + : m.metric_date > existing.metric_date; + if (preferNew) byKey.set(key, m); + } + } + return Array.from(byKey.values()); + }, [metrics]); + + const sortedItems = useMemo(() => { + return [...latestMetrics].sort((a, b) => { + const aVal = a[sortField]; + const bVal = b[sortField]; + if (aVal == null && bVal == null) return 0; + if (aVal == null) return 1; + if (bVal == null) return -1; + if (aVal < bVal) return sortDirection === "asc" ? -1 : 1; + if (aVal > bVal) return sortDirection === "asc" ? 1 : -1; + return 0; + }); + }, [latestMetrics, sortField, sortDirection]); + + const pageOfItems = useMemo(() => { + const start = pageIndex * pageSize; + return sortedItems.slice(start, start + pageSize); + }, [sortedItems, pageIndex, pageSize]); + + const pagination = useMemo( + () => ({ + pageIndex, + pageSize, + totalItemCount: sortedItems.length, + pageSizeOptions: PAGE_SIZE_OPTIONS, + }), + [pageIndex, pageSize, sortedItems.length], + ); + + const onTableChange = ({ sort, page }: Criteria) => { + if (sort) { + setSortField(sort.field as keyof FeatureMetric); + setSortDirection(sort.direction); + } + if (page) { + setPageIndex(page.index); + setPageSize(page.size); + } + }; + + const [isLegendOpen, setIsLegendOpen] = useState(false); + + const columnLegend = [ + { + title: "Feature", + description: + "Name of the individual feature. Click to view full distribution and detailed statistics.", + }, + { + title: "Feature View", + description: + "The feature view this feature belongs to — a logical grouping of related features sharing the same data source.", + }, + { + title: "Type", + description: + "Data type: numeric (continuous/discrete numbers) or categorical (strings/labels).", + }, + { + title: "Distribution", + description: + "Compact histogram showing the value distribution. Blue bars = numeric, orange bars = categorical.", + }, + { + title: "Rows", + description: + "Total number of rows (data points) observed for this feature in the computed time window.", + }, + { + title: "Null Rate", + description: + "Percentage of rows with missing (null) values. Shown as a progress bar colored by severity.", + }, + { + title: "Health", + description: + "Data quality indicator based on null rate: Healthy (< 10%), Moderate (10–49%), High (>= 50%).", + }, + { + title: "Mean", + description: + "Arithmetic mean of the feature values. Only shown for numeric features.", + }, + { + title: "Std Dev", + description: + "Standard deviation — measures how spread out the values are from the mean. Only for numeric features.", + }, + { + title: "Freshness", + description: + "Recency of the underlying data. Green (< 24h old), Yellow (24–72h), Red (> 72h). Hover for the data date.", + }, + { + title: "Source", + description: + "Data source type used for metric computation (e.g. batch, stream).", + }, + ]; + + const columns: EuiBasicTableColumn[] = [ + { + field: "feature_name", + name: "Feature", + sortable: true, + render: (name: string, item: FeatureMetric) => ( + onFeatureClick(item.feature_view_name, name)}> + {name} + + ), + }, + { + field: "feature_view_name", + name: "Feature View", + sortable: true, + }, + { + field: "feature_type", + name: "Type", + sortable: true, + width: "100px", + render: (type: string) => ( + + {type} + + ), + }, + { + name: "Distribution", + width: "140px", + render: (item: FeatureMetric) => , + }, + { + field: "row_count", + name: "Rows", + sortable: true, + width: "90px", + render: (val: number) => formatNum(val, 0), + }, + { + field: "null_rate", + name: "Null Rate", + sortable: true, + width: "150px", + render: (val: number) => ( +

+ + {(val * 100).toFixed(1)}% +

+ ), + }, + { + field: "null_rate", + name: "Health", + width: "130px", + render: (val: number) => ( + {healthLabel(val)} + ), + }, + { + field: "mean", + name: "Mean", + sortable: true, + width: "100px", + render: (val: number | null) => formatNum(val), + }, + { + field: "stddev", + name: "Std Dev", + sortable: true, + width: "100px", + render: (val: number | null) => formatNum(val), + }, + { + field: "metric_date", + name: "Freshness", + sortable: true, + width: "110px", + render: (val: string) => ( + + + {formatFreshness(val)} + + + ), + }, + { + field: "data_source_type", + name: "Source", + width: "80px", + render: (val: string) => {val}, + }, + ]; + + return ( + <> + + + setIsLegendOpen(!isLegendOpen)} + /> + } + isOpen={isLegendOpen} + closePopover={() => setIsLegendOpen(false)} + anchorPosition="downRight" + panelPaddingSize="m" + panelStyle={{ maxWidth: 420 }} + > + +

Column Legend

+ + + + + + ({ + "data-test-subj": `row-${item.feature_name}`, + })} + noItemsMessage={ + isLoading + ? "Loading metrics..." + : "No metrics found. Run a monitoring compute job to generate metrics." + } + /> + + ); +}; + +export default FeatureMetricsTable; diff --git a/ui/src/pages/monitoring/FeatureServiceMetricsPanel.tsx b/ui/src/pages/monitoring/FeatureServiceMetricsPanel.tsx new file mode 100644 index 00000000000..536c5d56c6c --- /dev/null +++ b/ui/src/pages/monitoring/FeatureServiceMetricsPanel.tsx @@ -0,0 +1,225 @@ +import React, { useState, useMemo } from "react"; +import { + EuiPanel, + EuiTitle, + EuiSpacer, + EuiFlexGroup, + EuiFlexItem, + EuiStat, + EuiBasicTable, + EuiBasicTableColumn, + EuiProgress, + EuiBadge, + EuiSkeletonText, + Criteria, +} from "@elastic/eui"; +import type { FeatureServiceMetric } from "../../queries/useMonitoringApi"; + +const healthColor = (nullRate: number): string => { + if (nullRate >= 0.5) return "danger"; + if (nullRate >= 0.1) return "warning"; + return "success"; +}; + +interface FeatureServiceMetricsPanelProps { + metrics: FeatureServiceMetric[]; + isLoading: boolean; +} + +const FeatureServiceMetricsPanel = ({ + metrics, + isLoading, +}: FeatureServiceMetricsPanelProps) => { + if (isLoading) { + return ( + + +

Feature Service Metrics

+ + + + + ); + } + + const latestByFS = new Map(); + for (const m of metrics) { + const existing = latestByFS.get(m.feature_service_name); + if (!existing || m.metric_date > existing.metric_date) { + latestByFS.set(m.feature_service_name, m); + } + } + const latestMetrics = Array.from(latestByFS.values()); + + const totalViews = latestMetrics.reduce( + (sum, m) => sum + (m.total_feature_views || 0), + 0, + ); + const totalFeatures = latestMetrics.reduce( + (sum, m) => sum + (m.total_features || 0), + 0, + ); + const avgNullRate = + latestMetrics.length > 0 + ? latestMetrics.reduce((sum, m) => sum + (m.avg_null_rate || 0), 0) / + latestMetrics.length + : 0; + + const columns: EuiBasicTableColumn[] = [ + { + field: "feature_service_name", + name: "Feature Service", + sortable: true, + }, + { + field: "total_feature_views", + name: "Feature Views", + sortable: true, + width: "110px", + }, + { + field: "total_features", + name: "Features", + sortable: true, + width: "80px", + }, + { + field: "avg_null_rate", + name: "Avg Null Rate", + sortable: true, + render: (val: number) => ( +

+ + {((val || 0) * 100).toFixed(1)}% +

+ ), + }, + { + field: "max_null_rate", + name: "Max Null Rate", + sortable: true, + width: "110px", + render: (val: number) => `${((val || 0) * 100).toFixed(1)}%`, + }, + { + field: "metric_date", + name: "Date", + sortable: true, + width: "110px", + }, + { + field: "data_source_type", + name: "Source", + width: "80px", + render: (val: string) => {val}, + }, + ]; + + return ( + + +

Feature Service Metrics

+ +

+ Aggregated data quality metrics across feature services. +

+ + + + + + + + + + + + + + + + + + + + {latestMetrics.length > 0 && ( + + )} + + ); +}; + +const SortableFSTable = ({ + items, + columns, +}: { + items: FeatureServiceMetric[]; + columns: EuiBasicTableColumn[]; +}) => { + const [sortField, setSortField] = useState("feature_service_name"); + const [sortDirection, setSortDirection] = useState<"asc" | "desc">("asc"); + + const sortedItems = useMemo(() => { + return [...items].sort((a, b) => { + const aVal = (a as any)[sortField]; + const bVal = (b as any)[sortField]; + if (aVal == null && bVal == null) return 0; + if (aVal == null) return 1; + if (bVal == null) return -1; + if (aVal < bVal) return sortDirection === "asc" ? -1 : 1; + if (aVal > bVal) return sortDirection === "asc" ? 1 : -1; + return 0; + }); + }, [items, sortField, sortDirection]); + + const onTableChange = ({ sort }: Criteria) => { + if (sort) { + setSortField(sort.field as string); + setSortDirection(sort.direction); + } + }; + + return ( + + ); +}; + +export default FeatureServiceMetricsPanel; diff --git a/ui/src/pages/monitoring/FeatureViewMetricsPanel.tsx b/ui/src/pages/monitoring/FeatureViewMetricsPanel.tsx new file mode 100644 index 00000000000..a0dcc78a8ab --- /dev/null +++ b/ui/src/pages/monitoring/FeatureViewMetricsPanel.tsx @@ -0,0 +1,241 @@ +import React, { useState, useMemo } from "react"; +import { + EuiPanel, + EuiTitle, + EuiSpacer, + EuiFlexGroup, + EuiFlexItem, + EuiStat, + EuiBasicTable, + EuiBasicTableColumn, + EuiProgress, + EuiBadge, + EuiSkeletonText, + Criteria, +} from "@elastic/eui"; +import type { FeatureViewMetric } from "../../queries/useMonitoringApi"; + +const healthColor = (nullRate: number): string => { + if (nullRate >= 0.5) return "danger"; + if (nullRate >= 0.1) return "warning"; + return "success"; +}; + +interface FeatureViewMetricsPanelProps { + metrics: FeatureViewMetric[]; + isLoading: boolean; + title: string; + description?: string; +} + +const FeatureViewMetricsPanel = ({ + metrics, + isLoading, + title, + description, +}: FeatureViewMetricsPanelProps) => { + if (isLoading) { + return ( + + +

{title}

+ + + + + ); + } + + const latestByFV = new Map(); + for (const m of metrics) { + const existing = latestByFV.get(m.feature_view_name); + if (!existing || m.metric_date > existing.metric_date) { + latestByFV.set(m.feature_view_name, m); + } + } + const latestMetrics = Array.from(latestByFV.values()); + + const totalRows = latestMetrics.reduce( + (sum, m) => sum + (m.total_row_count || 0), + 0, + ); + const totalFeatures = latestMetrics.reduce( + (sum, m) => sum + (m.total_features || 0), + 0, + ); + const avgNullRate = + latestMetrics.length > 0 + ? latestMetrics.reduce((sum, m) => sum + (m.avg_null_rate || 0), 0) / + latestMetrics.length + : 0; + const healthyViews = latestMetrics.filter( + (m) => m.avg_null_rate < 0.1, + ).length; + + const columns: EuiBasicTableColumn[] = [ + { + field: "feature_view_name", + name: "Feature View", + sortable: true, + }, + { + field: "total_row_count", + name: "Total Rows", + sortable: true, + render: (val: number) => (val || 0).toLocaleString(), + }, + { + field: "total_features", + name: "Features", + sortable: true, + width: "80px", + }, + { + field: "features_with_nulls", + name: "With Nulls", + sortable: true, + width: "90px", + }, + { + field: "avg_null_rate", + name: "Avg Null Rate", + sortable: true, + render: (val: number) => ( +

+ + {((val || 0) * 100).toFixed(1)}% +

{title}

+ + {description && ( +

+ {description} +

+ )} + + + + + + + + + + + + + + + + + + + + {latestMetrics.length > 0 && ( + + )} + + ); +}; + +const SortableTable = ({ + items, + columns, +}: { + items: FeatureViewMetric[]; + columns: EuiBasicTableColumn[]; +}) => { + const [sortField, setSortField] = useState("feature_view_name"); + const [sortDirection, setSortDirection] = useState<"asc" | "desc">("asc"); + + const sortedItems = useMemo(() => { + return [...items].sort((a, b) => { + const aVal = (a as any)[sortField]; + const bVal = (b as any)[sortField]; + if (aVal == null && bVal == null) return 0; + if (aVal == null) return 1; + if (bVal == null) return -1; + if (aVal < bVal) return sortDirection === "asc" ? -1 : 1; + if (aVal > bVal) return sortDirection === "asc" ? 1 : -1; + return 0; + }); + }, [items, sortField, sortDirection]); + + const onTableChange = ({ sort }: Criteria) => { + if (sort) { + setSortField(sort.field as string); + setSortDirection(sort.direction); + } + }; + + return ( + + ); +}; + +export default FeatureViewMetricsPanel; diff --git a/ui/src/pages/monitoring/Index.tsx b/ui/src/pages/monitoring/Index.tsx new file mode 100644 index 00000000000..c3576d07c3d --- /dev/null +++ b/ui/src/pages/monitoring/Index.tsx @@ -0,0 +1,327 @@ +import React, { useState, useContext, useMemo } from "react"; +import { useParams, useNavigate } from "react-router-dom"; +import { + EuiPageTemplate, + EuiSpacer, + EuiTabbedContent, + EuiTabbedContentTab, + EuiEmptyPrompt, + EuiButton, + EuiCallOut, +} from "@elastic/eui"; + +import { useDocumentTitle } from "../../hooks/useDocumentTitle"; +import useLoadRegistry from "../../queries/useLoadRegistry"; +import RegistryPathContext from "../../contexts/RegistryPathContext"; +import { + isServiceUnavailable, + useFeatureMetrics, + useFeatureViewMetrics, + useFeatureServiceMetrics, + useComputeMetrics, +} from "../../queries/useMonitoringApi"; +import FeatureMetricsTable from "./FeatureMetricsTable"; +import FeatureViewMetricsPanel from "./FeatureViewMetricsPanel"; +import FeatureServiceMetricsPanel from "./FeatureServiceMetricsPanel"; +import MetricsFilters from "./components/MetricsFilters"; + +const MonitoringIndex = () => { + useDocumentTitle("Monitoring | Feast"); + + const { projectName } = useParams(); + const navigate = useNavigate(); + const registryUrl = useContext(RegistryPathContext); + const { data: registryData } = useLoadRegistry(registryUrl, projectName); + + const [selectedFV, setSelectedFV] = useState(""); + const [granularity, setGranularity] = useState("daily"); + const [dataSourceType, setDataSourceType] = useState(""); + const [startDate, setStartDate] = useState(""); + const [endDate, setEndDate] = useState(""); + + const isBaseline = granularity === "baseline"; + + const handleGranularityChange = (g: string) => { + setGranularity(g); + if (g === "baseline") { + setStartDate(""); + setEndDate(""); + } + }; + + const filters = useMemo( + () => ({ + project: projectName || "", + feature_view_name: selectedFV || undefined, + granularity: isBaseline ? undefined : granularity || undefined, + data_source_type: dataSourceType || undefined, + start_date: isBaseline ? undefined : startDate || undefined, + end_date: isBaseline ? undefined : endDate || undefined, + is_baseline: isBaseline || undefined, + }), + [ + projectName, + selectedFV, + granularity, + isBaseline, + dataSourceType, + startDate, + endDate, + ], + ); + + const featureQuery = useFeatureMetrics(filters); + const fvQuery = useFeatureViewMetrics(filters); + const fsQuery = useFeatureServiceMetrics({ + project: projectName || "", + granularity: isBaseline ? undefined : granularity || undefined, + data_source_type: dataSourceType || undefined, + start_date: startDate || undefined, + end_date: endDate || undefined, + is_baseline: isBaseline || undefined, + }); + const computeMutation = useComputeMetrics(); + + const featureViews = useMemo(() => { + if (!registryData?.mergedFVList) return []; + return registryData.mergedFVList.map((fv: any) => fv.name as string); + }, [registryData]); + + const handleFeatureClick = (fvName: string, featureName: string) => { + navigate(`/p/${projectName}/monitoring/feature/${fvName}/${featureName}`); + }; + + const uniqueFeatureCount = useMemo(() => { + if (!featureQuery.data) return 0; + const seen = new Set(); + for (const m of featureQuery.data) { + seen.add(`${m.feature_view_name}::${m.feature_name}`); + } + return seen.size; + }, [featureQuery.data]); + + const handleRefresh = () => { + featureQuery.refetch(); + fvQuery.refetch(); + fsQuery.refetch(); + }; + + const handleCompute = () => { + computeMutation.mutate({ + project: projectName || "", + feature_view_name: selectedFV || undefined, + }); + }; + + const allFailed = featureQuery.isError && fvQuery.isError && fsQuery.isError; + const monitoringNotEnabled = + allFailed && + isServiceUnavailable(featureQuery.error) && + isServiceUnavailable(fvQuery.error) && + isServiceUnavailable(fsQuery.error); + const hasError = allFailed && !monitoringNotEnabled; + const hasData = + (featureQuery.data && featureQuery.data.length > 0) || + (fvQuery.data && fvQuery.data.length > 0); + + const tabs: EuiTabbedContentTab[] = [ + { + id: "features", + name: `Features${uniqueFeatureCount > 0 ? ` (${uniqueFeatureCount})` : ""}`, + content: ( + <> + + + + ), + }, + { + id: "feature-views", + name: "Feature Views", + content: ( + <> + + + + ), + }, + { + id: "feature-services", + name: "Feature Services", + content: ( + <> + + + + ), + }, + ]; + + if (monitoringNotEnabled) { + return ( + + + + Monitoring Is Not Enabled} + body={ + <> +

+ Data quality monitoring is not configured for this Feast + deployment. +

+ To enable monitoring, add the following to your{" "} + feature_store.yaml: +

+                  {`data_quality_monitoring:
+  auto_baseline: true`}
+

Then restart the Feast registry server.

+ + } + /> + + + ); + } + + return ( + + + Compute Metrics + , + ]} + /> + + {hasError && ( + <> + +

+ Could not connect to the monitoring API. Make sure the Feast + registry server is running with monitoring enabled. +

+ + + + )} + + + + + + {!hasData && !featureQuery.isLoading && !hasError && ( + No Metrics Yet} + body={ +

+ No monitoring data has been computed for this project. Click + "Compute Metrics" to run data quality analysis on your + feature views, or use the CLI:{" "} + feast monitor run --data-source batch +

+ } + actions={ + + Compute Metrics + + } + /> + )} + + {(hasData || featureQuery.isLoading) && ( + + )} + + {computeMutation.isSuccess && ( + <> + + +

+ Data quality metrics have been computed. The table above has + been refreshed. +

+ + + )} + + {computeMutation.isError && ( + <> + + +

{(computeMutation.error as Error)?.message}

+ + + )} + + + ); +}; + +export default MonitoringIndex; diff --git a/ui/src/pages/monitoring/components/HistogramChart.tsx b/ui/src/pages/monitoring/components/HistogramChart.tsx new file mode 100644 index 00000000000..a716b025021 --- /dev/null +++ b/ui/src/pages/monitoring/components/HistogramChart.tsx @@ -0,0 +1,435 @@ +import React, { useState } from "react"; +import { + EuiPanel, + EuiTitle, + EuiSpacer, + EuiText, + EuiModal, + EuiModalHeader, + EuiModalHeaderTitle, + EuiModalBody, + EuiButtonIcon, + EuiFlexGroup, + EuiFlexItem, + EuiToolTip, +} from "@elastic/eui"; +import type { + NumericHistogram, + CategoricalHistogram, +} from "../../../queries/useMonitoringApi"; + +const BAR_COLOR = "#006BB4"; +const BAR_COLOR_BASELINE = "#BD271E55"; + +interface ChartDimensions { + chartHeight: number; + axisHeight: number; + leftPad: number; + barGap: number; + minBarWidth: number; + targetBarsWidth: number; + fontSize: number; + xTickCount: number; +} + +const COMPACT: ChartDimensions = { + chartHeight: 160, + axisHeight: 28, + leftPad: 54, + barGap: 2, + minBarWidth: 6, + targetBarsWidth: 460, + fontSize: 10, + xTickCount: 2, +}; + +const EXPANDED: ChartDimensions = { + chartHeight: 400, + axisHeight: 48, + leftPad: 72, + barGap: 3, + minBarWidth: 12, + targetBarsWidth: 800, + fontSize: 12, + xTickCount: 6, +}; + +const formatNumber = (val: number, compact: boolean): string => { + if (val === 0) return "0"; + const abs = Math.abs(val); + if (compact && abs >= 1_000_000) return (val / 1_000_000).toFixed(1) + "M"; + if (compact && abs >= 1_000) return (val / 1_000).toFixed(1) + "K"; + if (abs >= 1) + return val.toLocaleString(undefined, { maximumFractionDigits: 1 }); + if (abs >= 0.01) return val.toFixed(2); + return val.toExponential(1); +}; + +const renderNumericSvg = ( + histogram: NumericHistogram, + baseline: NumericHistogram | null | undefined, + dim: ChartDimensions, +) => { + const maxCount = Math.max( + ...histogram.counts, + ...(baseline ? baseline.counts : []), + 1, + ); + const numBars = histogram.counts.length; + const barWidth = Math.max( + Math.floor(dim.targetBarsWidth / numBars) - dim.barGap, + dim.minBarWidth, + ); + const barsWidth = (barWidth + dim.barGap) * numBars; + const svgWidth = dim.leftPad + barsWidth + 24; + const isCompact = dim === COMPACT; + + const yTickFractions = [0, 0.25, 0.5, 0.75, 1]; + const yTicks = yTickFractions.map((f) => ({ + label: formatNumber(Math.round(maxCount * f), isCompact), + y: dim.chartHeight - f * dim.chartHeight, + })); + + const xTickStep = Math.max(1, Math.floor(numBars / dim.xTickCount)); + const xTicks: { label: string; x: number }[] = []; + for (let i = 0; i < numBars; i += xTickStep) { + xTicks.push({ + label: formatNumber(histogram.bins[i], isCompact), + x: dim.leftPad + i * (barWidth + dim.barGap) + barWidth / 2, + }); + } + if (numBars > 0) { + const lastBin = histogram.bins[histogram.bins.length - 1]; + xTicks.push({ + label: formatNumber(lastBin, isCompact), + x: dim.leftPad + (numBars - 1) * (barWidth + dim.barGap) + barWidth / 2, + }); + } + + return ( + + ); +}; + +const NumericHistogramChart = ({ + histogram, + baseline, + title, +}: { + histogram: NumericHistogram; + baseline?: NumericHistogram | null; + title?: string; +}) => { + const [expanded, setExpanded] = useState(false); + + return ( + <> + + + + {title && ( + +

{title}

+ + )} + + + + setExpanded(true)} + /> + + + + {title && } +

+ {renderNumericSvg(histogram, baseline, COMPACT)} +

+ {baseline && ( + + + Baseline + + )} + + + {expanded && ( + setExpanded(false)} maxWidth={960}> + + {title || "Histogram"} + + +

+ {renderNumericSvg(histogram, baseline, EXPANDED)} +

+ {baseline && ( + <> + + + + Baseline + + + )} + + + )} + + ); +}; + +const LABEL_WIDTH = 60; +const BAR_MAX_WIDTH = 320; +const COUNT_PAD = 80; + +const LABEL_WIDTH_EXP = 120; +const BAR_MAX_WIDTH_EXP = 560; +const COUNT_PAD_EXP = 100; + +const renderCategoricalSvg = ( + histogram: CategoricalHistogram, + isExpanded: boolean, +) => { + const labelW = isExpanded ? LABEL_WIDTH_EXP : LABEL_WIDTH; + const barMax = isExpanded ? BAR_MAX_WIDTH_EXP : BAR_MAX_WIDTH; + const countPad = isExpanded ? COUNT_PAD_EXP : COUNT_PAD; + const totalW = labelW + barMax + countPad; + const truncLen = isExpanded ? 20 : 8; + const fontSize = isExpanded ? 13 : 12; + const barHeight = isExpanded ? 30 : 24; + const rowHeight = barHeight + 6; + + const maxCount = Math.max(...histogram.values.map((v) => v.count), 1); + const chartHeight = histogram.values.length * rowHeight; + + return ( + + ); +}; + +const CategoricalHistogramChart = ({ + histogram, + title, +}: { + histogram: CategoricalHistogram; + title?: string; +}) => { + const [expanded, setExpanded] = useState(false); + + return ( + <> + + + + {title && ( + +

{title}

+ + )} + + + + setExpanded(true)} + /> + + + + {title && } +

+ {renderCategoricalSvg(histogram, false)} +

+ + {histogram.unique_count} unique values + {histogram.other_count > 0 && + ` (${histogram.other_count.toLocaleString()} in other categories)`} + + + + {expanded && ( + setExpanded(false)} maxWidth={960}> + + + {title || "Category Distribution"} + + + +

+ {renderCategoricalSvg(histogram, true)} +

+ + + {histogram.unique_count} unique values + {histogram.other_count > 0 && + ` (${histogram.other_count.toLocaleString()} in other categories)`} + + + + )} + + ); +}; + +export { NumericHistogramChart, CategoricalHistogramChart }; diff --git a/ui/src/pages/monitoring/components/MetricsFilters.tsx b/ui/src/pages/monitoring/components/MetricsFilters.tsx new file mode 100644 index 00000000000..977044d495a --- /dev/null +++ b/ui/src/pages/monitoring/components/MetricsFilters.tsx @@ -0,0 +1,138 @@ +import React from "react"; +import { + EuiFlexGroup, + EuiFlexItem, + EuiSelect, + EuiFieldText, + EuiFormRow, + EuiButton, +} from "@elastic/eui"; + +interface MetricsFiltersProps { + featureViews: string[]; + selectedFeatureView: string; + onFeatureViewChange: (fv: string) => void; + granularity: string; + onGranularityChange: (g: string) => void; + dataSourceType: string; + onDataSourceTypeChange: (ds: string) => void; + startDate: string; + onStartDateChange: (d: string) => void; + endDate: string; + onEndDateChange: (d: string) => void; + onRefresh: () => void; + isLoading?: boolean; + datesDisabled?: boolean; +} + +const GRANULARITY_OPTIONS = [ + { value: "baseline", text: "Baseline" }, + { value: "daily", text: "Daily" }, + { value: "weekly", text: "Weekly" }, + { value: "biweekly", text: "Biweekly" }, + { value: "monthly", text: "Monthly" }, + { value: "quarterly", text: "Quarterly" }, +]; + +const DATA_SOURCE_OPTIONS = [ + { value: "", text: "All Sources" }, + { value: "batch", text: "Batch" }, + { value: "log", text: "Log" }, +]; + +const MetricsFilters = ({ + featureViews, + selectedFeatureView, + onFeatureViewChange, + granularity, + onGranularityChange, + dataSourceType, + onDataSourceTypeChange, + startDate, + onStartDateChange, + endDate, + onEndDateChange, + onRefresh, + isLoading, + datesDisabled, +}: MetricsFiltersProps) => { + const fvOptions = [ + { value: "", text: "All Feature Views" }, + ...featureViews.map((fv) => ({ value: fv, text: fv })), + ]; + + return ( + + + + onFeatureViewChange(e.target.value)} + compressed + /> + + + + + onGranularityChange(e.target.value)} + compressed + /> + + + + + onDataSourceTypeChange(e.target.value)} + compressed + /> + + + + + onStartDateChange(e.target.value)} + compressed + disabled={datesDisabled} + /> + + + + + onEndDateChange(e.target.value)} + compressed + disabled={datesDisabled} + /> + + + + + Refresh + + + + ); +}; + +export default MetricsFilters; diff --git a/ui/src/pages/monitoring/components/StatsPanel.tsx b/ui/src/pages/monitoring/components/StatsPanel.tsx new file mode 100644 index 00000000000..070b99373e7 --- /dev/null +++ b/ui/src/pages/monitoring/components/StatsPanel.tsx @@ -0,0 +1,130 @@ +import React from "react"; +import { + EuiPanel, + EuiTitle, + EuiSpacer, + EuiDescriptionList, + EuiDescriptionListTitle, + EuiDescriptionListDescription, + EuiFlexGroup, + EuiFlexItem, + EuiBadge, +} from "@elastic/eui"; +import type { FeatureMetric } from "../../../queries/useMonitoringApi"; + +const formatNumber = (val: number | null, decimals = 4): string => { + if (val === null || val === undefined) return "—"; + if (Number.isInteger(val)) return val.toLocaleString(); + return val.toFixed(decimals); +}; + +const formatPercent = (val: number | null): string => { + if (val === null || val === undefined) return "—"; + return `${(val * 100).toFixed(2)}%`; +}; + +const StatsPanel = ({ + metric, + baseline, +}: { + metric: FeatureMetric; + baseline?: FeatureMetric | null; +}) => { + const isNumeric = metric.feature_type === "numeric"; + + return ( + + + + +

Statistics

+ + + + + {metric.feature_type} + + + + + + Row Count + + {formatNumber(metric.row_count, 0)} + {baseline && ( + + (baseline: {formatNumber(baseline.row_count, 0)}) + + )} + + + Null Rate + + 0.1 ? "#BD271E" : "inherit", + fontWeight: metric.null_rate > 0.1 ? 600 : 400, + }} + > + {formatPercent(metric.null_rate)} + + {baseline && ( + + (baseline: {formatPercent(baseline.null_rate)}) + + )} + + + {isNumeric && ( + <> + Mean + + {formatNumber(metric.mean)} + {baseline && ( + + (baseline: {formatNumber(baseline.mean)}) + + )} + + + Std Dev + + {formatNumber(metric.stddev)} + + + Min / Max + + {formatNumber(metric.min_val)} / {formatNumber(metric.max_val)} + + + Percentiles + + P50: {formatNumber(metric.p50)} | P75: {formatNumber(metric.p75)}{" "} + | P90: {formatNumber(metric.p90)} | P95:{" "} + {formatNumber(metric.p95)} | P99: {formatNumber(metric.p99)} + + + )} + + Data Source + + {metric.data_source_type} + + + Granularity + + {metric.granularity} + + + Computed At + + {metric.computed_at + ? new Date(metric.computed_at).toLocaleString() + : "—"} + + + + ); +}; + +export default StatsPanel; diff --git a/ui/src/pages/monitoring/components/TimeSeriesAnalysis.tsx b/ui/src/pages/monitoring/components/TimeSeriesAnalysis.tsx new file mode 100644 index 00000000000..23acd0be434 --- /dev/null +++ b/ui/src/pages/monitoring/components/TimeSeriesAnalysis.tsx @@ -0,0 +1,651 @@ +import React, { useState, useMemo } from "react"; +import { + EuiPanel, + EuiTitle, + EuiSpacer, + EuiFlexGroup, + EuiFlexItem, + EuiSuperSelect, +} from "@elastic/eui"; +import type { + FeatureMetric, + CategoricalHistogram, +} from "../../../queries/useMonitoringApi"; + +const COLORS = [ + "#006BB4", + "#54B399", + "#E7664C", + "#9170B8", + "#D36086", + "#6092C0", + "#D6BF57", + "#B9A888", +]; + +const RANGE_OPTIONS = [ + { value: "24h", inputDisplay: "Last 24 hours" }, + { value: "7d", inputDisplay: "Last 7 days" }, + { value: "30d", inputDisplay: "Last 30 days" }, + { value: "90d", inputDisplay: "Last 90 days" }, + { value: "all", inputDisplay: "All time" }, +]; + +const rangeToMs: Record = { + "24h": 24 * 3600_000, + "7d": 7 * 86400_000, + "30d": 30 * 86400_000, + "90d": 90 * 86400_000, + all: Infinity, +}; + +interface ChartDims { + width: number; + height: number; + padLeft: number; + padRight: number; + padTop: number; + padBottom: number; +} + +const DIMS: ChartDims = { + width: 860, + height: 220, + padLeft: 60, + padRight: 20, + padTop: 10, + padBottom: 30, +}; + +const formatDate = (d: string): string => { + const dt = new Date(d); + const mm = String(dt.getMonth() + 1).padStart(2, "0"); + const dd = String(dt.getDate()).padStart(2, "0"); + const hh = String(dt.getHours()).padStart(2, "0"); + const mi = String(dt.getMinutes()).padStart(2, "0"); + return `${mm}-${dd} ${hh}:${mi}`; +}; + +const formatAxisVal = (v: number): string => { + if (v === 0) return "0"; + const abs = Math.abs(v); + if (abs >= 1_000_000) return (v / 1_000_000).toFixed(1) + "M"; + if (abs >= 1_000) return (v / 1_000).toFixed(1) + "K"; + if (abs >= 1) return v.toFixed(1); + return (v * 100).toFixed(1) + "%"; +}; + +const niceYTicks = (min: number, max: number, count = 5): number[] => { + if (max === min) return [min]; + const step = (max - min) / (count - 1); + return Array.from({ length: count }, (_, i) => min + step * i); +}; + +interface LineSeriesData { + label: string; + color: string; + dashArray?: string; + points: { x: number; y: number; date: string; value: number }[]; +} + +const renderMultiLineChart = ( + series: LineSeriesData[], + dims: ChartDims, + yLabel: string, + yFormatter: (v: number) => string = formatAxisVal, +) => { + const allPoints = series.flatMap((s) => s.points); + if (allPoints.length === 0) return null; + + const xMin = Math.min(...allPoints.map((p) => p.x)); + const xMax = Math.max(...allPoints.map((p) => p.x)); + const yMin = Math.min(...allPoints.map((p) => p.value), 0); + const yMax = Math.max(...allPoints.map((p) => p.value), 0.01); + + const plotW = dims.width - dims.padLeft - dims.padRight; + const plotH = dims.height - dims.padTop - dims.padBottom; + + const scaleX = (x: number) => + xMax === xMin + ? dims.padLeft + plotW / 2 + : dims.padLeft + ((x - xMin) / (xMax - xMin)) * plotW; + const scaleY = (v: number) => + dims.padTop + plotH - ((v - yMin) / (yMax - yMin || 1)) * plotH; + + const yTicks = niceYTicks(yMin, yMax); + const xDates = allPoints + .map((p) => ({ x: p.x, date: p.date })) + .filter((v, i, arr) => arr.findIndex((a) => a.date === v.date) === i) + .sort((a, b) => a.x - b.x); + + const maxXLabels = Math.floor(plotW / 80); + const xStep = Math.max(1, Math.ceil(xDates.length / maxXLabels)); + const xLabels = xDates.filter((_, i) => i % xStep === 0); + + return ( + + ); +}; + +const renderAreaChart = ( + points: { x: number; value: number; date: string }[], + dims: ChartDims, + yLabel: string, + lineColor: string, + fillColor: string, +) => { + if (points.length === 0) return null; + + const sorted = [...points].sort((a, b) => a.x - b.x); + const xMin = Math.min(...sorted.map((p) => p.x)); + const xMax = Math.max(...sorted.map((p) => p.x)); + const yMin = 0; + const yMax = Math.max(...sorted.map((p) => p.value), 0.01); + + const plotW = dims.width - dims.padLeft - dims.padRight; + const plotH = dims.height - dims.padTop - dims.padBottom; + + const scaleX = (x: number) => + xMax === xMin + ? dims.padLeft + plotW / 2 + : dims.padLeft + ((x - xMin) / (xMax - xMin)) * plotW; + const scaleY = (v: number) => + dims.padTop + plotH - ((v - yMin) / (yMax - yMin || 1)) * plotH; + + const yTicks = niceYTicks(yMin, yMax); + const baseline = scaleY(0); + + const areaPath = + `M ${scaleX(sorted[0].x)} ${baseline} ` + + sorted.map((p) => `L ${scaleX(p.x)} ${scaleY(p.value)}`).join(" ") + + ` L ${scaleX(sorted[sorted.length - 1].x)} ${baseline} Z`; + + const linePath = sorted + .map((p, i) => `${i === 0 ? "M" : "L"} ${scaleX(p.x)} ${scaleY(p.value)}`) + .join(" "); + + const maxXLabels = Math.floor(plotW / 80); + const xStep = Math.max(1, Math.ceil(sorted.length / maxXLabels)); + const xLabels = sorted.filter((_, i) => i % xStep === 0); + + return ( + + ); +}; + +const Legend = ({ + items, +}: { + items: { label: string; color: string; dashed?: boolean }[]; +}) => ( +

+ {items.map((item, i) => ( +

+ {item.dashed ? ( + + ) : ( +

+ )} + {item.label} +

+ ))} +

+); + +interface TimeSeriesAnalysisProps { + metrics: FeatureMetric[]; + featureType: string; +} + +const TimeSeriesAnalysis = ({ + metrics, + featureType, +}: TimeSeriesAnalysisProps) => { + const [range, setRange] = useState("all"); + + const filteredMetrics = useMemo(() => { + if (range === "all") return metrics; + const cutoff = Date.now() - rangeToMs[range]; + return metrics.filter((m) => new Date(m.metric_date).getTime() >= cutoff); + }, [metrics, range]); + + const sorted = useMemo( + () => + [...filteredMetrics] + .filter((m) => m.row_count > 0) + .sort((a, b) => a.metric_date.localeCompare(b.metric_date)), + [filteredMetrics], + ); + + const toX = (m: FeatureMetric) => new Date(m.metric_date).getTime(); + const isNumeric = featureType === "numeric"; + const hasData = sorted.length >= 1; + + return ( + + + + +

Time-Series Analysis

+ +

+ Historical trends for central aggregates and quality signals. +

+ + + + + + + + + {!hasData ? ( +

+ No data points available for the selected time range. Try a wider + range. +

+ ) : isNumeric ? ( + + ) : ( + + )} + + ); +}; + +const NumericTimeSeries = ({ + metrics, + toX, +}: { + metrics: FeatureMetric[]; + toX: (m: FeatureMetric) => number; +}) => { + const driftSeries: LineSeriesData[] = useMemo(() => { + const build = ( + label: string, + color: string, + accessor: (m: FeatureMetric) => number | null, + dashArray?: string, + ): LineSeriesData => ({ + label, + color, + dashArray, + points: metrics + .filter((m) => accessor(m) !== null) + .map((m) => ({ + x: toX(m), + y: 0, + value: accessor(m)!, + date: m.metric_date, + })), + }); + return [ + build("Mean", COLORS[0], (m) => m.mean, "6,3"), + build("P50", COLORS[1], (m) => m.p50), + build("P95", COLORS[2], (m) => m.p95), + ]; + }, [metrics, toX]); + + const nullPoints = useMemo( + () => + metrics.map((m) => ({ + x: toX(m), + value: m.null_rate, + date: m.metric_date, + })), + [metrics, toX], + ); + + return ( + <> +

+ Aggregate Metrics Drift (Mean/P50/P95) +

+ {renderMultiLineChart(driftSeries, DIMS, "Metric Value")} +

+ + + + +

+ Null Rate Evolution (%) +

+ {renderAreaChart( + nullPoints, + { ...DIMS, height: 160 }, + "Percentage (%)", + "#BD271E", + "rgba(189, 39, 30, 0.15)", + )} +

+ + ); +}; + +const CategoricalTimeSeries = ({ + metrics, + toX, +}: { + metrics: FeatureMetric[]; + toX: (m: FeatureMetric) => number; +}) => { + const { cardinalitySeries, shareSeries, topCategories } = useMemo(() => { + const catCounts = new Map(); + for (const m of metrics) { + const hist = m.histogram as CategoricalHistogram | null; + if (!hist) continue; + for (const v of hist.values) { + catCounts.set(v.value, (catCounts.get(v.value) || 0) + v.count); + } + } + const topCats = Array.from(catCounts.entries()) + .sort((a, b) => b[1] - a[1]) + .slice(0, 5) + .map(([v]) => v); + + const cardSeries: LineSeriesData[] = [ + { + label: "Cardinality", + color: COLORS[0], + points: metrics + .filter((m) => m.histogram) + .map((m) => ({ + x: toX(m), + y: 0, + value: (m.histogram as CategoricalHistogram).unique_count || 0, + date: m.metric_date, + })), + }, + ...topCats.map((cat, i) => ({ + label: cat, + color: COLORS[(i + 1) % COLORS.length], + points: metrics + .filter((m) => m.histogram) + .map((m) => { + const hist = m.histogram as CategoricalHistogram; + const entry = hist.values.find((v) => v.value === cat); + return { + x: toX(m), + y: 0, + value: entry?.count || 0, + date: m.metric_date, + }; + }), + })), + ]; + + const shrSeries: LineSeriesData[] = topCats.map((cat, i) => ({ + label: cat, + color: COLORS[(i + 1) % COLORS.length], + points: metrics + .filter((m) => m.histogram && m.row_count > 0) + .map((m) => { + const hist = m.histogram as CategoricalHistogram; + const entry = hist.values.find((v) => v.value === cat); + return { + x: toX(m), + y: 0, + value: ((entry?.count || 0) / m.row_count) * 100, + date: m.metric_date, + }; + }), + })); + + return { + cardinalitySeries: cardSeries, + shareSeries: shrSeries, + topCategories: topCats, + }; + }, [metrics, toX]); + + const nullPoints = useMemo( + () => + metrics.map((m) => ({ + x: toX(m), + value: m.null_rate, + date: m.metric_date, + })), + [metrics, toX], + ); + + const shareYFormatter = (v: number) => `${v.toFixed(0)}%`; + + return ( + <> +

+ Cardinality over time +

+ {renderMultiLineChart(cardinalitySeries, DIMS, "Count")} +

+ ({ + label: s.label, + color: s.color, + }))} + /> + + + +

+ Top category share over time (%) +

+ {renderMultiLineChart( + shareSeries, + DIMS, + "Percentage (%)", + shareYFormatter, + )} +

+ ({ + label: cat, + color: COLORS[(i + 1) % COLORS.length], + }))} + /> + + + +

+ Null Rate Evolution (%) +

+ {renderAreaChart( + nullPoints, + { ...DIMS, height: 160 }, + "Percentage (%)", + "#BD271E", + "rgba(189, 39, 30, 0.15)", + )} +

+ + ); +}; + +export default TimeSeriesAnalysis; diff --git a/ui/src/pages/permissions/Index.tsx b/ui/src/pages/permissions/Index.tsx index 76dde026e90..6ef6dea9bd7 100644 --- a/ui/src/pages/permissions/Index.tsx +++ b/ui/src/pages/permissions/Index.tsx @@ -1,96 +1,561 @@ -import React from "react"; +import React, { useState, useMemo } from "react"; import { EuiPageTemplate, - EuiTitle, EuiSpacer, - EuiPanel, + EuiLoadingSpinner, EuiFlexGroup, EuiFlexItem, + EuiButton, + EuiCallOut, + EuiFieldSearch, + EuiTitle, + EuiBasicTable, + EuiBadge, + EuiButtonIcon, + EuiConfirmModal, EuiText, - EuiLoadingSpinner, - EuiHorizontalRule, + EuiToolTip, EuiSelect, EuiFormRow, + EuiEmptyPrompt, } from "@elastic/eui"; -import { useContext, useState } from "react"; import { useParams } from "react-router-dom"; -import RegistryPathContext from "../../contexts/RegistryPathContext"; -import useLoadRegistry from "../../queries/useLoadRegistry"; -import PermissionsDisplay from "../../components/PermissionsDisplay"; -import { filterPermissionsByAction } from "../../utils/permissionUtils"; +import { PermissionsIcon } from "../../graphics/PermissionsIcon"; +import PermissionFormModal, { + PermissionFormData, +} from "../../components/PermissionFormModal"; +import { + useApplyPermission, + useDeletePermission, + ApplyPermissionPayload, +} from "../../queries/mutations/usePermissionMutations"; +import useResourceQuery, { + permissionListPath, +} from "../../queries/useResourceQuery"; + +const ACTION_NAMES = [ + "CREATE", + "DESCRIBE", + "UPDATE", + "DELETE", + "READ_ONLINE", + "READ_OFFLINE", + "WRITE_ONLINE", + "WRITE_OFFLINE", +]; + +const TYPE_DISPLAY_NAMES: Record = { + FEATURE_VIEW: "Feature View", + ON_DEMAND_FEATURE_VIEW: "On-Demand Feature View", + BATCH_FEATURE_VIEW: "Batch Feature View", + STREAM_FEATURE_VIEW: "Stream Feature View", + ENTITY: "Entity", + FEATURE_SERVICE: "Feature Service", + DATA_SOURCE: "Data Source", + VALIDATION_REFERENCE: "Validation Reference", + SAVED_DATASET: "Saved Dataset", + PERMISSION: "Permission", + PROJECT: "Project", + LABEL_VIEW: "Label View", +}; + +const resolveType = (t: string | number): string => { + if (typeof t === "string") return t; + const numericMap: Record = { + 0: "FEATURE_VIEW", + 1: "ON_DEMAND_FEATURE_VIEW", + 2: "BATCH_FEATURE_VIEW", + 3: "STREAM_FEATURE_VIEW", + 4: "ENTITY", + 5: "FEATURE_SERVICE", + 6: "DATA_SOURCE", + 7: "VALIDATION_REFERENCE", + 8: "SAVED_DATASET", + 9: "PERMISSION", + 10: "PROJECT", + 11: "LABEL_VIEW", + }; + return numericMap[t] || `Type ${t}`; +}; + +const resolveAction = (a: string | number): string => { + if (typeof a === "string") return a; + return ACTION_NAMES[a] || `Action ${a}`; +}; + +const getActionColor = (action: string) => { + if (action.startsWith("READ")) return "success"; + if (action.startsWith("WRITE")) return "warning"; + if (action === "CREATE") return "primary"; + if (action === "UPDATE") return "accent"; + if (action === "DELETE") return "danger"; + if (action === "DESCRIBE") return "hollow"; + return "default"; +}; + +const getPolicyDescription = (policy: any): string => { + if (!policy) return "Allow All"; + if (policy.roleBasedPolicy?.roles) { + return `Roles: ${policy.roleBasedPolicy.roles.join(", ")}`; + } + if (policy.groupBasedPolicy?.groups) { + return `Groups: ${policy.groupBasedPolicy.groups.join(", ")}`; + } + if (policy.namespaceBasedPolicy?.namespaces) { + return `Namespaces: ${policy.namespaceBasedPolicy.namespaces.join(", ")}`; + } + if (policy.combinedGroupNamespacePolicy) { + const parts = []; + if (policy.combinedGroupNamespacePolicy.groups?.length) { + parts.push( + `Groups: ${policy.combinedGroupNamespacePolicy.groups.join(", ")}`, + ); + } + if (policy.combinedGroupNamespacePolicy.namespaces?.length) { + parts.push( + `Namespaces: ${policy.combinedGroupNamespacePolicy.namespaces.join(", ")}`, + ); + } + return parts.join(" | "); + } + return "Allow All"; +}; + +const getPolicyType = ( + policy: any, +): "role_based" | "group_based" | "namespace_based" | "combined" => { + if (!policy) return "role_based"; + if (policy.roleBasedPolicy) return "role_based"; + if (policy.groupBasedPolicy) return "group_based"; + if (policy.namespaceBasedPolicy) return "namespace_based"; + if (policy.combinedGroupNamespacePolicy) return "combined"; + return "role_based"; +}; + +const permissionToFormData = (permission: any): PermissionFormData => { + const spec = permission.spec || permission; + const policy = spec.policy; + + const rawTypes: string[] = (spec.types || []).map(resolveType); + const rawActions: string[] = (spec.actions || []).map(resolveAction); + + return { + name: spec.name || "", + types: Array.from(new Set(rawTypes)), + namePatterns: spec.namePatterns || spec.name_patterns || [], + actions: Array.from(new Set(rawActions)), + policyType: getPolicyType(policy), + roles: policy?.roleBasedPolicy?.roles || [], + groups: + policy?.groupBasedPolicy?.groups || + policy?.combinedGroupNamespacePolicy?.groups || + [], + namespaces: + policy?.namespaceBasedPolicy?.namespaces || + policy?.combinedGroupNamespacePolicy?.namespaces || + [], + tags: Object.entries(spec.tags || {}).map(([key, value]) => ({ + key, + value: value as string, + })), + requiredTags: Object.entries( + spec.requiredTags || spec.required_tags || {}, + ).map(([key, value]) => ({ + key, + value: value as string, + })), + }; +}; + +const formDataToPayload = ( + formData: PermissionFormData, + project: string, +): ApplyPermissionPayload => { + const policy: ApplyPermissionPayload["policy"] = {}; + + if (formData.policyType === "role_based") { + policy.role_based_policy = { + roles: formData.roles.filter((r) => r.trim()), + }; + } else if (formData.policyType === "group_based") { + policy.group_based_policy = { + groups: formData.groups.filter((g) => g.trim()), + }; + } else if (formData.policyType === "namespace_based") { + policy.namespace_based_policy = { + namespaces: formData.namespaces.filter((n) => n.trim()), + }; + } else if (formData.policyType === "combined") { + policy.combined_group_namespace_policy = { + groups: formData.groups.filter((g) => g.trim()), + namespaces: formData.namespaces.filter((n) => n.trim()), + }; + } + + return { + name: formData.name, + project, + types: formData.types, + name_patterns: formData.namePatterns.filter((p) => p.trim()), + actions: formData.actions, + policy, + tags: Object.fromEntries( + formData.tags.filter((t) => t.key.trim()).map((t) => [t.key, t.value]), + ), + required_tags: Object.fromEntries( + formData.requiredTags + .filter((t) => t.key.trim()) + .map((t) => [t.key, t.value]), + ), + }; +}; + +const useLoadPermissions = () => { + const { projectName } = useParams(); + return useResourceQuery({ + resourceType: "permissions-list", + project: projectName, + restPath: permissionListPath(projectName), + restSelect: (d) => d.permissions, + }); +}; const PermissionsIndex = () => { - const registryUrl = useContext(RegistryPathContext); const { projectName } = useParams(); - const { isLoading, isSuccess, isError, data } = useLoadRegistry( - registryUrl, - projectName, - ); - const [selectedPermissionAction, setSelectedPermissionAction] = useState(""); + const { isLoading, isSuccess, isError, isPermissionDenied, data } = + useLoadPermissions(); + + const [isModalOpen, setIsModalOpen] = useState(false); + const [editingPermission, setEditingPermission] = useState(null); + const [deleteTarget, setDeleteTarget] = useState(null); + const [successMessage, setSuccessMessage] = useState(null); + const [errorMessage, setErrorMessage] = useState(null); + const [searchString, setSearchString] = useState(""); + const [actionFilter, setActionFilter] = useState(""); + + const applyPermission = useApplyPermission(); + const deletePermissionMutation = useDeletePermission(); + + const permissions = useMemo(() => { + if (!data) return []; + let filtered = data; + + if (searchString.trim()) { + const lower = searchString.toLowerCase(); + filtered = filtered.filter((p) => + (p.spec?.name || "").toLowerCase().includes(lower), + ); + } + + if (actionFilter) { + filtered = filtered.filter((p) => { + const actions = (p.spec?.actions || []).map(resolveAction); + return actions.includes(actionFilter); + }); + } + + return filtered; + }, [data, searchString, actionFilter]); + + const handleCreate = () => { + setEditingPermission(null); + setIsModalOpen(true); + }; + + const handleEdit = (permission: any) => { + setEditingPermission(permission); + setIsModalOpen(true); + }; + + const handleDelete = (permission: any) => { + setDeleteTarget(permission); + }; + + const confirmDelete = () => { + if (!deleteTarget) return; + const name = deleteTarget.spec?.name || deleteTarget.name; + deletePermissionMutation.mutate( + { name, project: projectName || "" }, + { + onSuccess: () => { + setDeleteTarget(null); + setErrorMessage(null); + setSuccessMessage(`Permission "${name}" deleted successfully.`); + setTimeout(() => setSuccessMessage(null), 5000); + }, + onError: (err: unknown) => { + setDeleteTarget(null); + const message = + err instanceof Error + ? err.message + : "An unexpected error occurred."; + setErrorMessage(message); + setTimeout(() => setErrorMessage(null), 5000); + }, + }, + ); + }; + + const handleFormSubmit = (formData: PermissionFormData) => { + const payload = formDataToPayload(formData, projectName || ""); + applyPermission.mutate(payload, { + onSuccess: () => { + setIsModalOpen(false); + setEditingPermission(null); + setErrorMessage(null); + const verb = editingPermission ? "updated" : "created"; + setSuccessMessage( + `Permission "${formData.name}" ${verb} successfully.`, + ); + setTimeout(() => setSuccessMessage(null), 5000); + }, + onError: (err: unknown) => { + const message = + err instanceof Error ? err.message : "An unexpected error occurred."; + setErrorMessage(message); + }, + }); + }; + + const columns = [ + { + field: "spec.name", + name: "Name", + sortable: true, + render: (_: string, item: any) => ( + {item.spec?.name || "—"} + ), + }, + { + field: "spec.types", + name: "Resource Types", + render: (_: any, item: any) => { + const rawTypes: string[] = (item.spec?.types || []).map(resolveType); + const types = Array.from(new Set(rawTypes)); + if (types.length === 0) return All; + const display = (t: string) => TYPE_DISPLAY_NAMES[t] || t; + if (types.length > 3) { + return ( + + + {types.slice(0, 3).map(display).join(", ")} +{types.length - 3}{" "} + more + + + ); + } + return {types.map(display).join(", ")}; + }, + }, + { + field: "spec.actions", + name: "Actions", + render: (_: any, item: any) => { + const rawActions: string[] = (item.spec?.actions || []).map( + resolveAction, + ); + const actions = Array.from(new Set(rawActions)); + return ( + + {actions.map((action: string, i: number) => ( + + {action} + + ))} + + ); + }, + }, + { + field: "spec.policy", + name: "Policy", + render: (_: any, item: any) => { + const desc = getPolicyDescription(item.spec?.policy); + return ( + + + {desc.length > 40 ? desc.substring(0, 40) + "..." : desc} + + + ); + }, + }, + { + name: "Actions", + width: "100px", + render: (item: any) => ( + + + + handleEdit(item)} + color="primary" + /> + + + + + handleDelete(item)} + color="danger" + /> + + + + ), + }, + ]; + + const hasPermissions = isSuccess && data && data.length > 0; + const isEmpty = isSuccess && (!data || data.length === 0); return ( - + + Create Permission + , + ]} /> + {successMessage && ( + <> + + + + )} + {errorMessage && !isModalOpen && ( + <> + + + + )} + {isLoading && ( - +

Loading - +

+ )} + {isPermissionDenied && ( + +

You do not have permission to view permissions.

+ + )} + {isError && !isPermissionDenied &&

Error loading permissions.

} + + {isEmpty && ( + No permissions yet} + body={ +

+ Permissions let you control who can perform specific actions on + your Feast resources. Create your first permission to get + started. +

+ } + actions={ + + Create Permission + + } + /> )} - {isError &&

Error loading permissions

} - {isSuccess && data && ( - - - + + {hasPermissions && ( + <> + + + +

Search

+ + setSearchString(e.target.value)} + /> + + ({ value: a, text: a })), ]} - value={selectedPermissionAction} - onChange={(e) => - setSelectedPermissionAction(e.target.value) - } - aria-label="Filter by action" + value={actionFilter} + onChange={(e) => setActionFilter(e.target.value)} /> - - -

Permissions

- - - {data.permissions && data.permissions.length > 0 ? ( - - ) : ( - No permissions defined in this project. - )} - - + + )} + + {isModalOpen && ( + { + setIsModalOpen(false); + setEditingPermission(null); + setErrorMessage(null); + }} + onSubmit={handleFormSubmit} + isEdit={!!editingPermission} + initialData={ + editingPermission + ? permissionToFormData(editingPermission) + : undefined + } + isSubmitting={applyPermission.isLoading} + submitError={errorMessage} + /> + )} + + {deleteTarget && ( + setDeleteTarget(null)} + onConfirm={confirmDelete} + cancelButtonText="Cancel" + confirmButtonText="Delete" + buttonColor="danger" + isLoading={deletePermissionMutation.isLoading} + > +

+ Are you sure you want to delete the permission{" "} + + "{deleteTarget.spec?.name || deleteTarget.name}" + + ? This action cannot be undone. +

+ + )} ); }; diff --git a/ui/src/pages/saved-data-sets/AddToCatalogModal.tsx b/ui/src/pages/saved-data-sets/AddToCatalogModal.tsx new file mode 100644 index 00000000000..7f9d80a6bd8 --- /dev/null +++ b/ui/src/pages/saved-data-sets/AddToCatalogModal.tsx @@ -0,0 +1,69 @@ +import React, { useState } from "react"; +import { + EuiModal, + EuiModalHeader, + EuiModalHeaderTitle, + EuiModalBody, + EuiTabbedContent, + EuiTabbedContentTab, + EuiIcon, +} from "@elastic/eui"; +import RegisterDatasetModal from "./RegisterDatasetModal"; +import type { RegisterDatasetPayload } from "./RegisterDatasetModal"; +import CreateDatasetForm from "./CreateDatasetForm"; + +interface AddToCatalogModalProps { + onClose: () => void; + onLinkSubmit: (data: RegisterDatasetPayload) => Promise; + isLinkSubmitting: boolean; + linkError?: string | null; +} + +const AddToCatalogModal = ({ + onClose, + onLinkSubmit, + isLinkSubmitting, + linkError, +}: AddToCatalogModalProps) => { + const [selectedTab, setSelectedTab] = useState("link"); + + const tabs: EuiTabbedContentTab[] = [ + { + id: "link", + name: "Link Existing", + prepend: , + content: ( + + ), + }, + { + id: "create", + name: "Create Dataset", + prepend: , + content: , + }, + ]; + + return ( + + + Add to Catalog + + + t.id === selectedTab)} + onTabClick={(tab) => setSelectedTab(tab.id)} + /> + + + ); +}; + +export default AddToCatalogModal; diff --git a/ui/src/pages/saved-data-sets/CreateDatasetForm.tsx b/ui/src/pages/saved-data-sets/CreateDatasetForm.tsx new file mode 100644 index 00000000000..88a9d3e0201 --- /dev/null +++ b/ui/src/pages/saved-data-sets/CreateDatasetForm.tsx @@ -0,0 +1,725 @@ +import React, { useState, useMemo, useCallback, useContext } from "react"; +import { + EuiSpacer, + EuiFormRow, + EuiFieldText, + EuiRadioGroup, + EuiComboBox, + EuiComboBoxOptionOption, + EuiButton, + EuiButtonEmpty, + EuiFlexGroup, + EuiFlexItem, + EuiText, + EuiCallOut, + EuiPanel, + EuiTitle, + EuiHorizontalRule, + EuiSuperSelect, + EuiSuperSelectOption, + EuiDatePicker, + EuiDatePickerRange, + EuiTextArea, +} from "@elastic/eui"; +import { useParams } from "react-router-dom"; +import { useMutation, useQueryClient } from "react-query"; +import moment, { Moment } from "moment"; +import useResourceQuery, { + featureServiceListPath, + featureViewListPath, + dataSourceListPath, +} from "../../queries/useResourceQuery"; +import RegistryPathContext from "../../contexts/RegistryPathContext"; +import { useDataMode } from "../../contexts/DataModeContext"; +import { restPost } from "../../queries/restApiClient"; +import TagsEditor, { TagEntry } from "../../components/forms/TagsEditor"; +import JobStatusPanel from "./JobStatusPanel"; + +interface CreateDatasetFormProps { + onClose: () => void; +} + +const FEATURE_MODE_OPTIONS = [ + { id: "service", label: "Use a Feature Service" }, + { id: "individual", label: "Select individual features" }, +]; + +const ENTITY_SOURCE_OPTIONS = [ + { id: "inline", label: "Define entity keys and time range manually" }, + { id: "reference", label: "Reference an existing data source path" }, +]; + +const STORAGE_TYPES = [ + { + value: "file", + label: "File (Parquet)", + placeholder: "s3://bucket/path/output.parquet", + }, + { + value: "bigquery", + label: "BigQuery", + placeholder: "project.dataset.table", + }, + { + value: "snowflake", + label: "Snowflake", + placeholder: "database.schema.table", + }, + { value: "redshift", label: "Redshift", placeholder: "schema.table" }, + { value: "spark", label: "Spark", placeholder: "s3://bucket/path/" }, + { value: "trino", label: "Trino", placeholder: "catalog.schema.table" }, + { value: "athena", label: "Athena", placeholder: "database.table" }, + { + value: "postgres", + label: "PostgreSQL", + placeholder: "schema.table_name", + }, + { + value: "clickhouse", + label: "ClickHouse", + placeholder: "database.table_name", + }, + { + value: "couchbase", + label: "Couchbase Columnar", + placeholder: "database.scope.collection", + }, +]; + +const CreateDatasetForm = ({ onClose }: CreateDatasetFormProps) => { + const { projectName } = useParams(); + const registryUrl = useContext(RegistryPathContext); + const { fetchOptions } = useDataMode(); + const queryClient = useQueryClient(); + + // Step 1: Feature selection + const [featureMode, setFeatureMode] = useState("service"); + const [selectedService, setSelectedService] = useState< + EuiComboBoxOptionOption[] + >([]); + const [selectedFeatures, setSelectedFeatures] = useState< + EuiComboBoxOptionOption[] + >([]); + + // Step 2: Entity source + const [entitySourceType, setEntitySourceType] = useState("inline"); + + // Inline mode state + const [entityKeys, setEntityKeys] = useState([]); + const [entityValues, setEntityValues] = useState(""); + const [startDate, setStartDate] = useState( + moment().subtract(30, "days"), + ); + const [endDate, setEndDate] = useState(moment()); + const [extraColumns, setExtraColumns] = useState(""); + + // Reference mode state + const [entitySourcePath, setEntitySourcePath] = useState(""); + + // Step 3: Storage & metadata + const [datasetName, setDatasetName] = useState(""); + const [namespace, setNamespace] = useState(""); + const [collection, setCollection] = useState(""); + const [description, setDescription] = useState(""); + const [storageType, setStorageType] = useState("file"); + const [storagePath, setStoragePath] = useState(""); + const [storageFileFormat, setStorageFileFormat] = useState("parquet"); + const [tags, setTags] = useState([]); + const [allowOverwrite] = useState(false); + + // Job tracking + const [jobId, setJobId] = useState(null); + const [submitError, setSubmitError] = useState(null); + + // Fetch data for suggestions + const { data: featureServicesRaw } = useResourceQuery({ + resourceType: "create-dataset-fs", + project: projectName, + restPath: featureServiceListPath(projectName), + restSelect: (d) => d.featureServices || [], + }); + + const { data: featureViewsRaw } = useResourceQuery({ + resourceType: "create-dataset-fv", + project: projectName, + restPath: featureViewListPath(projectName), + restSelect: (d) => d.featureViews || [], + }); + + const { data: dataSourcesRaw } = useResourceQuery({ + resourceType: "create-dataset-ds", + project: projectName, + restPath: dataSourceListPath(projectName), + restSelect: (d) => d.dataSources || [], + }); + + const featureServiceOptions: EuiComboBoxOptionOption[] = useMemo( + () => + (featureServicesRaw || []).map((fs: any) => ({ + label: fs.spec?.name || fs.name || "", + })), + [featureServicesRaw], + ); + + const featureOptions: EuiComboBoxOptionOption[] = useMemo( + () => + (featureViewsRaw || []) + .filter((fv: any) => fv.type !== "labelView") + .flatMap((fv: any) => { + const fvName = fv.spec?.name || ""; + const features = fv.spec?.features || []; + return features.map((f: any) => ({ + label: `${fvName}:${f.name || f}`, + })); + }), + [featureViewsRaw], + ); + + // Extract entity/join key options from feature views + const joinKeyOptions: EuiComboBoxOptionOption[] = useMemo(() => { + const seen = new Set(); + (featureViewsRaw || []).forEach((fv: any) => { + const entities = fv.spec?.entities || []; + entities.forEach((e: string) => { + if (e && !seen.has(e)) seen.add(e); + }); + }); + return Array.from(seen).map((k) => ({ label: k })); + }, [featureViewsRaw]); + + // Filter storage types based on configured data sources + const storageOptions: EuiSuperSelectOption[] = useMemo(() => { + if (!dataSourcesRaw || dataSourcesRaw.length === 0) { + return STORAGE_TYPES.map((st) => ({ + value: st.value, + inputDisplay: st.label, + dropdownDisplay: {st.label}, + })); + } + + const detectedTypes = new Set(); + for (const ds of dataSourcesRaw) { + const spec = ds.spec || ds; + if (spec.fileOptions || ds.fileOptions) detectedTypes.add("file"); + if (spec.bigqueryOptions || ds.bigqueryOptions) + detectedTypes.add("bigquery"); + if (spec.snowflakeOptions || ds.snowflakeOptions) + detectedTypes.add("snowflake"); + if (spec.redshiftOptions || ds.redshiftOptions) + detectedTypes.add("redshift"); + if (spec.sparkOptions || ds.sparkOptions) detectedTypes.add("spark"); + if (spec.trinoOptions || ds.trinoOptions) detectedTypes.add("trino"); + if (spec.athenaOptions || ds.athenaOptions) detectedTypes.add("athena"); + const dsType = spec.type || ds.type; + if (dsType === 1) detectedTypes.add("file"); + if (dsType === 2) detectedTypes.add("bigquery"); + if (dsType === 3) detectedTypes.add("redshift"); + if (dsType === 5) detectedTypes.add("snowflake"); + if (dsType === 7) detectedTypes.add("spark"); + if (dsType === 8) detectedTypes.add("trino"); + if (dsType === 9) detectedTypes.add("athena"); + const classType = + spec.dataSourceClassType || ds.dataSourceClassType || ""; + if (classType.includes("postgres")) detectedTypes.add("postgres"); + if (classType.includes("clickhouse")) detectedTypes.add("clickhouse"); + if (classType.includes("couchbase")) detectedTypes.add("couchbase"); + } + + // Always include file as a fallback + detectedTypes.add("file"); + + const filtered = STORAGE_TYPES.filter((st) => detectedTypes.has(st.value)); + return filtered.map((st) => ({ + value: st.value, + inputDisplay: st.label, + dropdownDisplay: {st.label}, + })); + }, [dataSourcesRaw]); + + // Extract available data source paths for the reference entity source option + const dataSourcePathOptions: EuiComboBoxOptionOption[] = useMemo(() => { + if (!dataSourcesRaw) return []; + const paths: EuiComboBoxOptionOption[] = []; + for (const ds of dataSourcesRaw) { + const spec = ds.spec || ds; + const name = spec.name || ds.name || ""; + const fileOpts = spec.fileOptions || ds.fileOptions; + const bqOpts = spec.bigqueryOptions || ds.bigqueryOptions; + const sfOpts = spec.snowflakeOptions || ds.snowflakeOptions; + const rsOpts = spec.redshiftOptions || ds.redshiftOptions; + const sparkOpts = spec.sparkOptions || ds.sparkOptions; + const trinoOpts = spec.trinoOptions || ds.trinoOptions; + const athenaOpts = spec.athenaOptions || ds.athenaOptions; + + let path = ""; + if (fileOpts?.uri) path = fileOpts.uri; + else if (fileOpts?.path) path = fileOpts.path; + else if (bqOpts?.table) path = bqOpts.table; + else if (sfOpts?.table) path = sfOpts.table; + else if (rsOpts?.table) path = rsOpts.table; + else if (sparkOpts?.path) path = sparkOpts.path; + else if (sparkOpts?.table) path = sparkOpts.table; + else if (trinoOpts?.table) path = trinoOpts.table; + else if (athenaOpts?.table) path = athenaOpts.table; + + if (path) { + paths.push({ label: path, key: name }); + } + } + return paths; + }, [dataSourcesRaw]); + + const currentStorageType = + STORAGE_TYPES.find((s) => s.value === storageType) || STORAGE_TYPES[0]; + + // Submit create job + const createMutation = useMutation( + async () => { + const payload: any = { + name: datasetName.trim(), + project: projectName || "", + storage_type: storageType, + storage_path: storagePath.trim(), + storage_file_format: + storageType === "spark" ? storageFileFormat : undefined, + entity_source_type: entitySourceType, + allow_overwrite: allowOverwrite, + tags: tags.reduce( + (acc, t) => { + if (t.key.trim() && t.value.trim()) + acc[t.key.trim()] = t.value.trim(); + return acc; + }, + {} as Record, + ), + }; + + if (namespace.trim()) payload.namespace = namespace.trim(); + if (collection.trim()) payload.collection = collection.trim(); + if (description.trim()) payload.description = description.trim(); + + if (featureMode === "service" && selectedService.length > 0) { + payload.feature_service_name = selectedService[0].label; + } else if (featureMode === "individual" && selectedFeatures.length > 0) { + payload.features = selectedFeatures.map((f) => f.label); + } + + if (entitySourceType === "inline") { + payload.entity_keys = entityKeys.map((k) => k.label); + payload.entity_values = entityValues.trim(); + if (startDate) payload.start_date = startDate.toISOString(); + if (endDate) payload.end_date = endDate.toISOString(); + } else if (entitySourceType === "reference") { + payload.entity_source_path = entitySourcePath.trim(); + } + + // Extra columns apply to all entity source methods + if (extraColumns.trim()) { + payload.extra_columns = extraColumns.trim(); + } + + return restPost( + registryUrl, + "/saved_datasets/create", + payload, + fetchOptions, + ); + }, + { + onSuccess: (data: any) => { + setJobId(data.job_id); + setSubmitError(null); + }, + onError: (err: Error) => { + setSubmitError(err.message); + }, + }, + ); + + const handleJobComplete = useCallback(() => { + queryClient.invalidateQueries(["rest", "saved-datasets-list"]); + }, [queryClient]); + + // Validation + const canProceedStep0 = + featureMode === "service" + ? selectedService.length > 0 + : selectedFeatures.length > 0; + + const canProceedStep1 = (() => { + if (entitySourceType === "inline") { + return entityKeys.length > 0 && entityValues.trim().length > 0; + } + return entitySourcePath.trim().length > 0; + })(); + + const canSubmit = + datasetName.trim().length > 0 && + storagePath.trim().length > 0 && + /^[a-zA-Z_][a-zA-Z0-9_-]*$/.test(datasetName.trim()); + + const handleRetry = useCallback(() => { + setJobId(null); + setSubmitError(null); + }, []); + + if (jobId) { + return ( +

+ +

+ ); + } + + return ( +

+ {submitError && ( + <> + +

{submitError}

+ + + + )} + + + + Create a new dataset by running a feature retrieval job. Feast will + execute get_historical_features, persist the results to your chosen + storage, and register the dataset in the catalog. + + + + + {/* Step 1: Feature Selection */} + +

Step 1: Define Features

+ + + + setFeatureMode(id)} + /> + + + {featureMode === "service" ? ( + + + + ) : ( + + + setSelectedFeatures([...selectedFeatures, { label: val }]) + } + placeholder="Search or type features..." + isClearable + fullWidth + /> + + )} + + + + + {/* Step 2: Entity Source */} + +

Step 2: Entity Source

+ + + + setEntitySourceType(id)} + /> + + + {entitySourceType === "inline" && ( + <> + + + setEntityKeys([...entityKeys, { label: val }]) + } + placeholder="Select or type entity keys (e.g. driver_id, customer_id)..." + isClearable + fullWidth + /> + + + + setEntityValues(e.target.value)} + placeholder={ + "1001, 1002, 1003, 1004\nor for multiple keys:\n1001,A\n1002,B\n1003,C" + } + rows={4} + fullWidth + /> + + + + + } + endDateControl={ + + } + fullWidth + /> + + + )} + + {entitySourceType === "reference" && ( + + + setEntitySourcePath(selected.length > 0 ? selected[0].label : "") + } + onCreateOption={(val) => setEntitySourcePath(val)} + placeholder="Select a data source or type a path..." + isClearable + fullWidth + /> + + )} + + + + setExtraColumns(e.target.value)} + placeholder={"val_to_add=10\ndiscount_pct=0.15"} + rows={2} + fullWidth + /> + + + + + + {/* Step 3: Storage Destination & Metadata */} + +

Step 3: Output Destination

+ + + + 0 && + !/^[a-zA-Z_][a-zA-Z0-9_-]*$/.test(datasetName) + } + error="Must start with letter/underscore, contain only letters, numbers, underscores, hyphens." + > + setDatasetName(e.target.value)} + placeholder="e.g. driver_training_2024_q1" + fullWidth + /> + + + + setDescription(e.target.value)} + placeholder="e.g. Training data for driver fraud model" + fullWidth + /> + + + + + + setNamespace(e.target.value)} + placeholder="e.g. fraud" + /> + + + + + setCollection(e.target.value)} + placeholder="e.g. training" + /> + + + + + + + + + + + + + + + setStoragePath(e.target.value)} + placeholder={currentStorageType.placeholder} + fullWidth + /> + + + + + {storageType === "spark" && ( + <> + + + Parquet, + }, + { + value: "avro", + inputDisplay: "Avro", + dropdownDisplay: Avro, + }, + { + value: "csv", + inputDisplay: "CSV", + dropdownDisplay: CSV, + }, + { + value: "json", + inputDisplay: "JSON", + dropdownDisplay: JSON, + }, + ]} + valueOfSelected={storageFileFormat} + onChange={setStorageFileFormat} + fullWidth + /> + + + )} + + + + + {/* Actions */} + + + + Cancel + + + createMutation.mutate()} + isLoading={createMutation.isLoading} + disabled={!canProceedStep0 || !canProceedStep1 || !canSubmit} + iconType="playFilled" + > + Create Dataset + + + +

+ ); +}; + +export default CreateDatasetForm; diff --git a/ui/src/pages/saved-data-sets/DatasetCatalogBrowser.tsx b/ui/src/pages/saved-data-sets/DatasetCatalogBrowser.tsx new file mode 100644 index 00000000000..bcb2bd844a5 --- /dev/null +++ b/ui/src/pages/saved-data-sets/DatasetCatalogBrowser.tsx @@ -0,0 +1,846 @@ +import React, { useCallback, useMemo, useState } from "react"; +import { + EuiFlexGroup, + EuiFlexItem, + EuiPanel, + EuiTitle, + EuiText, + EuiBadge, + EuiSpacer, + EuiIcon, + EuiBreadcrumbs, + EuiEmptyPrompt, + EuiTreeView, + EuiToolTip, + EuiButtonIcon, + EuiCopy, +} from "@elastic/eui"; +import type { Node as EuiTreeNode } from "@elastic/eui/src/components/tree_view/tree_view"; +import { useNavigate, useParams } from "react-router-dom"; + +/* ────────────────────────── types ────────────────────────── */ + +interface BrowsePath { + namespace?: string; + collection?: string; +} + +interface DatasetCatalogBrowserProps { + datasets: any[]; + onDelete?: (name: string) => void; +} + +/* ──────────────────── hierarchy builder ──────────────────── */ + +function buildHierarchy(datasets: any[]) { + const tree: Record> = {}; + for (const ds of datasets) { + const ns = ds.spec?.namespace || ""; + const col = ds.spec?.collection || ""; + if (!tree[ns]) tree[ns] = {}; + if (!tree[ns][col]) tree[ns][col] = []; + tree[ns][col].push(ds); + } + return tree; +} + +/* ──────────────────── colors ──────────────────── */ + +const NS_COLOR = "#0077CC"; +const COL_COLOR = "#8B5CF6"; + +const STORAGE_TYPE_CONFIG: Record< + string, + { label: string; color: string; icon: string } +> = { + file: { label: "File", color: "#4CAF50", icon: "document" }, + bigquery: { label: "BigQuery", color: "#4285F4", icon: "storage" }, + snowflake: { label: "Snowflake", color: "#29B5E8", icon: "snowflake" }, + redshift: { label: "Redshift", color: "#205B97", icon: "compute" }, + spark: { label: "Spark", color: "#E25A1C", icon: "bolt" }, + trino: { label: "Trino", color: "#DD00A1", icon: "database" }, + athena: { label: "Athena", color: "#8C4FFF", icon: "database" }, + custom: { label: "Custom", color: "#607D8B", icon: "gear" }, + unknown: { label: "Storage", color: "#98A2B3", icon: "database" }, +}; + +function detectStorageType(dataset: any): string { + const storage = dataset?.spec?.storage; + if (!storage) return "unknown"; + if (storage.fileStorage) return "file"; + if (storage.bigqueryStorage) return "bigquery"; + if (storage.snowflakeStorage) return "snowflake"; + if (storage.redshiftStorage) return "redshift"; + if (storage.sparkStorage) return "spark"; + if (storage.trinoStorage) return "trino"; + if (storage.athenaStorage) return "athena"; + if (storage.customStorage) return "custom"; + return "unknown"; +} + +function extractStoragePath(dataset: any): string | undefined { + const storage = dataset?.spec?.storage; + if (!storage) return undefined; + if (storage.fileStorage?.uri) return storage.fileStorage.uri; + if (storage.bigqueryStorage?.table) return storage.bigqueryStorage.table; + if (storage.snowflakeStorage?.table) return storage.snowflakeStorage.table; + if (storage.redshiftStorage?.table) return storage.redshiftStorage.table; + if (storage.sparkStorage?.path) return storage.sparkStorage.path; + if (storage.sparkStorage?.table) return storage.sparkStorage.table; + if (storage.trinoStorage?.table) return storage.trinoStorage.table; + if (storage.athenaStorage?.table) return storage.athenaStorage.table; + if (storage.customStorage?.configuration) + return storage.customStorage.configuration; + return undefined; +} + +function truncatePath(path: string, maxLen: number = 42): string { + if (path.length <= maxLen) return path; + return `${path.slice(0, 18)}...${path.slice(-20)}`; +} + +function getRelativeTime(date: Date): string { + const diffMs = Date.now() - date.getTime(); + const diffDays = Math.floor(diffMs / 86400000); + if (diffDays === 0) return "Today"; + if (diffDays === 1) return "Yesterday"; + if (diffDays < 7) return `${diffDays}d ago`; + if (diffDays < 30) return `${Math.floor(diffDays / 7)}w ago`; + if (diffDays < 365) return `${Math.floor(diffDays / 30)}mo ago`; + return `${Math.floor(diffDays / 365)}y ago`; +} + +/* ──────────────────── tile: dataset card ──────────────────── */ + +const DatasetCard: React.FC<{ + dataset: any; + onNavigate: () => void; + onDelete?: (name: string) => void; +}> = ({ dataset, onNavigate, onDelete }) => { + const [isHovered, setIsHovered] = useState(false); + const spec = dataset.spec || {}; + const meta = dataset.meta || {}; + const name = spec.name || "unknown"; + const features = spec.features || []; + const joinKeys = spec.joinKeys || spec.join_keys || []; + const tags = spec.tags || {}; + const description = spec.description || ""; + const featureServiceName = + spec.featureServiceName || spec.feature_service_name; + const createdTimestamp = meta.createdTimestamp || meta.created_timestamp; + const storagePath = extractStoragePath(dataset); + const storageType = detectStorageType(dataset); + const storageInfo = + STORAGE_TYPE_CONFIG[storageType] || STORAGE_TYPE_CONFIG.unknown; + + const formattedDate = createdTimestamp + ? new Date(createdTimestamp).toLocaleDateString("en-US", { + month: "short", + day: "numeric", + year: "numeric", + }) + : null; + const relativeTime = createdTimestamp + ? getRelativeTime(new Date(createdTimestamp)) + : null; + + const codeSnippet = `dataset = store.get_saved_dataset("${name}")\ndf = dataset.to_df()`; + + return ( + + setIsHovered(true)} + onMouseLeave={() => setIsHovered(false)} + onClick={onNavigate} + style={{ + height: "100%", + display: "flex", + flexDirection: "column", + transition: "all 0.2s ease", + transform: isHovered ? "translateY(-2px)" : "none", + borderTop: `3px solid ${storageInfo.color}`, + cursor: "pointer", + }} + > + {/* Header */} + + + +

+ {name} +

+ + + + + {storageInfo.label} + + + + + {/* Description */} + {description && ( + +

{description}

+ + )} + + + + {/* Storage path */} + {storagePath && ( + + + {" "} +


+                {truncatePath(storagePath)}
+

+ + + {/* Tags */} + {Object.keys(tags).length > 0 && ( + <> + + {Object.entries(tags) + .slice(0, 3) + .map(([key, value]) => ( + + + {key}: {value as string} + + + ))} + {Object.keys(tags).length > 3 && ( + + + +{Object.keys(tags).length - 3} more + + + )} + + + + )} + + {/* Footer */} + + + {formattedDate && ( + + + {relativeTime} + + + )} + + + + + + {(copy) => ( + + { + e.stopPropagation(); + copy(); + }} + /> + + )} + + + {onDelete && ( + + + { + e.stopPropagation(); + onDelete(name); + }} + /> + + + )} + + + + + + ); +}; + +/* ──────────────────── tile: folder card (same width as dataset) ──────────────────── */ + +const FolderCard: React.FC<{ + name: string; + type: "namespace" | "collection"; + datasetCount: number; + collectionCount?: number; + onClick: () => void; +}> = ({ name, type, datasetCount, collectionCount, onClick }) => { + const [isHovered, setIsHovered] = useState(false); + const color = type === "namespace" ? NS_COLOR : COL_COLOR; + + return ( + + setIsHovered(true)} + onMouseLeave={() => setIsHovered(false)} + onClick={onClick} + style={{ + cursor: "pointer", + transition: "all 0.2s ease", + transform: isHovered ? "translateY(-2px)" : "none", + borderTop: `3px solid ${color}`, + display: "flex", + flexDirection: "column", + }} + > + + + + + + +

{name}

+ + + + + + + + {type === "namespace" && + collectionCount !== undefined && + collectionCount > 0 && ( + + + Collections + + + {collectionCount} + + + )} + + + Datasets + + + {datasetCount} + + + + + + ); +}; + +/* ──────────────────── tree styles ──────────────────── */ + +const TREE_CSS = ` + .catalogTree .euiTreeView__node { + margin-bottom: 1px; + } + .catalogTree .euiTreeView__node--expanded > .euiTreeView__nodeInner { + background: rgba(0, 119, 204, 0.05); + border-radius: 4px; + } + .catalogTree .euiTreeView__nodeInner { + padding: 4px 6px; + border-radius: 4px; + transition: background 0.15s ease; + } + .catalogTree .euiTreeView__nodeInner:hover { + background: rgba(0, 119, 204, 0.08); + } + .catalogTree .euiTreeView__nodeInner--withArrow .euiTreeView__nodeInner__arrow { + margin-right: 2px; + } + .catalogTree .euiTreeView__nodeLabel { + font-size: 13px; + } +`; + +/* ──────────────────── main component ──────────────────── */ + +const DatasetCatalogBrowser: React.FC = ({ + datasets, + onDelete, +}) => { + const { projectName } = useParams(); + const navigate = useNavigate(); + const [browsePath, setBrowsePath] = useState({}); + const [showTree, setShowTree] = useState(true); + + const hierarchy = useMemo(() => buildHierarchy(datasets), [datasets]); + + const namespaceList = useMemo(() => { + const entries: Array<{ + name: string; + collections: string[]; + totalDatasets: number; + }> = []; + for (const [ns, cols] of Object.entries(hierarchy)) { + if (ns === "") continue; + const colNames = Object.keys(cols) + .filter((c) => c !== "") + .sort(); + const total = Object.values(cols).reduce((s, a) => s + a.length, 0); + entries.push({ name: ns, collections: colNames, totalDatasets: total }); + } + entries.sort((a, b) => a.name.localeCompare(b.name)); + return entries; + }, [hierarchy]); + + const rootDatasets = useMemo(() => { + const cols = hierarchy[""]; + if (!cols) return []; + const all: any[] = []; + for (const arr of Object.values(cols)) all.push(...arr); + return all; + }, [hierarchy]); + + const goToDataset = useCallback( + (dataset: any) => { + const p = dataset.project || dataset.spec?.project || projectName; + const n = dataset.spec?.name || dataset.name; + navigate(`/p/${p}/data-set/${n}`); + }, + [navigate, projectName], + ); + + /* ── tree sidebar (EuiTreeView) ── */ + + // Clickable label for parent nodes — onClick navigates, stopPropagation prevents toggle + const navLabel = useCallback( + ( + text: string, + onClick: () => void, + isActive: boolean, + activeColor?: string, + ) => ( + { + e.stopPropagation(); + onClick(); + }} + style={{ + cursor: "pointer", + fontWeight: isActive ? 600 : 400, + color: isActive ? activeColor || NS_COLOR : undefined, + }} + > + {text} + + ), + [], + ); + + const treeItems: EuiTreeNode[] = useMemo(() => { + const isRootSelected = browsePath.namespace === undefined; + const items: EuiTreeNode[] = [ + { + id: "_root", + label: navLabel( + "All Datasets", + () => setBrowsePath({}), + isRootSelected, + ), + icon: , + isExpanded: true, + }, + ]; + + for (const ns of namespaceList) { + const nsData = hierarchy[ns.name] || {}; + const nsChildren: EuiTreeNode[] = []; + const nsSelected = + browsePath.namespace === ns.name && !browsePath.collection; + + // Collection sub-folders + for (const col of ns.collections) { + const colDatasets = nsData[col] || []; + const colSelected = + browsePath.namespace === ns.name && browsePath.collection === col; + + const dsLeaves: EuiTreeNode[] = colDatasets.map((ds: any) => ({ + id: `ds:${ns.name}/${col}/${ds.spec?.name || ds.name}`, + label: ds.spec?.name || ds.name || "unknown", + icon: , + callback: () => { + goToDataset(ds); + return `ds:${ns.name}/${col}/${ds.spec?.name}`; + }, + })); + + nsChildren.push({ + id: `col:${ns.name}/${col}`, + label: navLabel( + `${col} (${colDatasets.length})`, + () => setBrowsePath({ namespace: ns.name, collection: col }), + colSelected, + COL_COLOR, + ), + icon: , + iconWhenExpanded: ( + + ), + children: dsLeaves.length > 0 ? dsLeaves : undefined, + }); + } + + // Direct datasets under namespace (no collection) + const directDatasets = nsData[""] || []; + for (const ds of directDatasets) { + nsChildren.push({ + id: `ds:${ns.name}/_/${ds.spec?.name || ds.name}`, + label: ds.spec?.name || ds.name || "unknown", + icon: , + callback: () => { + goToDataset(ds); + return `ds:${ns.name}/_/${ds.spec?.name}`; + }, + }); + } + + items.push({ + id: `ns:${ns.name}`, + label: navLabel( + `${ns.name} (${ns.totalDatasets})`, + () => setBrowsePath({ namespace: ns.name }), + nsSelected, + NS_COLOR, + ), + icon: , + iconWhenExpanded: ( + + ), + children: nsChildren.length > 0 ? nsChildren : undefined, + }); + } + + // Ungrouped datasets + if (rootDatasets.length > 0) { + const ungroupedLeaves: EuiTreeNode[] = rootDatasets.map((ds: any) => ({ + id: `ds:_ungrouped/${ds.spec?.name || ds.name}`, + label: ds.spec?.name || ds.name || "unknown", + icon: , + callback: () => { + goToDataset(ds); + return `ds:_ungrouped/${ds.spec?.name}`; + }, + })); + + items.push({ + id: "_ungrouped", + label: navLabel( + `Ungrouped (${rootDatasets.length})`, + () => setBrowsePath({}), + false, + "#98A2B3", + ), + icon: , + children: ungroupedLeaves, + }); + } + + return items; + }, [ + namespaceList, + rootDatasets, + hierarchy, + browsePath, + goToDataset, + navLabel, + ]); + + /* ── breadcrumbs ── */ + const breadcrumbs = useMemo(() => { + const crumbs: Array<{ text: string; onClick?: () => void }> = [ + { + text: "All Datasets", + onClick: + browsePath.namespace !== undefined + ? () => setBrowsePath({}) + : undefined, + }, + ]; + if (browsePath.namespace) { + crumbs.push({ + text: browsePath.namespace, + onClick: browsePath.collection + ? () => setBrowsePath({ namespace: browsePath.namespace }) + : undefined, + }); + if (browsePath.collection) { + crumbs.push({ text: browsePath.collection }); + } + } + return crumbs; + }, [browsePath]); + + /* ── content ── */ + const renderContent = () => { + // ─── Root level: namespace folders + datasets mixed in one grid ─── + if (browsePath.namespace === undefined) { + if (namespaceList.length === 0 && rootDatasets.length === 0) { + return ( + No datasets yet} + body={ +

+ Add datasets and organize them into namespaces and collections. +

+ } + /> + ); + } + + return ( + + {namespaceList.map((ns) => ( + setBrowsePath({ namespace: ns.name })} + /> + ))} + {rootDatasets.map((d: any) => ( + goToDataset(d)} + onDelete={onDelete} + /> + ))} + + ); + } + + // ─── Namespace level: collection folders + direct datasets mixed ─── + if (browsePath.namespace && !browsePath.collection) { + const ns = browsePath.namespace; + const cols = hierarchy[ns] || {}; + const colNames = Object.keys(cols) + .filter((c) => c !== "") + .sort(); + const directDs = cols[""] || []; + + return ( + + {colNames.map((col) => ( + setBrowsePath({ namespace: ns, collection: col })} + /> + ))} + {directDs.map((d: any) => ( + goToDataset(d)} + onDelete={onDelete} + /> + ))} + {colNames.length === 0 && directDs.length === 0 && ( + + + This namespace is empty. + + + )} + + ); + } + + // ─── Collection level: datasets only ─── + if (browsePath.namespace && browsePath.collection) { + const dsList = + hierarchy[browsePath.namespace]?.[browsePath.collection] || []; + + return ( + + {dsList.map((d: any) => ( + goToDataset(d)} + onDelete={onDelete} + /> + ))} + {dsList.length === 0 && ( + + + No datasets in this collection. + + + )} + + ); + } + + return null; + }; + + /* ──────────────────── render ──────────────────── */ + + const hasTree = namespaceList.length > 0; + + return ( +

+ {/* Tree sidebar */} + {hasTree && ( +

+ {showTree ? ( + <> +

+ + + Catalog + + + + setShowTree(false)} + /> + +

+ +

+ + +

+ + ) : ( + + setShowTree(true)} + /> + + )} +

+ )} + + {/* Content */} +

+ + + {renderContent()} +

+ ); +}; + +export default DatasetCatalogBrowser; diff --git a/ui/src/pages/saved-data-sets/DatasetInstance.tsx b/ui/src/pages/saved-data-sets/DatasetInstance.tsx index 0f7e3ab8984..2856af5f342 100644 --- a/ui/src/pages/saved-data-sets/DatasetInstance.tsx +++ b/ui/src/pages/saved-data-sets/DatasetInstance.tsx @@ -1,33 +1,116 @@ -import React from "react"; +import React, { useState, useContext, useCallback } from "react"; import { Route, Routes, useNavigate, useParams } from "react-router-dom"; -import { EuiPageTemplate } from "@elastic/eui"; +import { + EuiPageTemplate, + EuiButton, + EuiButtonEmpty, + EuiConfirmModal, + EuiCallOut, + EuiSpacer, +} from "@elastic/eui"; +import { useMutation, useQueryClient } from "react-query"; import { DatasetIcon } from "../../graphics/DatasetIcon"; - import { useMatchExact, useMatchSubpath } from "../../hooks/useMatchSubpath"; import DatasetOverviewTab from "./DatasetOverviewTab"; +import DatasetUsageTab from "./DatasetUsageTab"; +import DatasetSampleTab from "./DatasetSampleTab"; +import EditDatasetModal from "./EditDatasetModal"; import { useDocumentTitle } from "../../hooks/useDocumentTitle"; -import DatasetExpectationsTab from "./DatasetExpectationsTab"; import { useDatasetCustomTabs, useDataSourceCustomTabRoutes, } from "../../custom-tabs/TabsRegistryContext"; +import RegistryPathContext from "../../contexts/RegistryPathContext"; +import { useDataMode } from "../../contexts/DataModeContext"; +import { restPost, restDelete } from "../../queries/restApiClient"; +import useLoadDataset from "./useLoadDataset"; const DatasetInstance = () => { const navigate = useNavigate(); - let { datasetName } = useParams(); + const { datasetName, projectName } = useParams(); - useDocumentTitle(`${datasetName} | Saved Datasets | Feast`); + useDocumentTitle(`${datasetName} | Datasets | Feast`); const { customNavigationTabs } = useDatasetCustomTabs(navigate); const CustomTabRoutes = useDataSourceCustomTabRoutes(); + const registryUrl = useContext(RegistryPathContext); + const { fetchOptions } = useDataMode(); + const queryClient = useQueryClient(); + + const { data: datasetData } = useLoadDataset(datasetName || ""); + + const [showDeleteConfirm, setShowDeleteConfirm] = useState(false); + const [showEditModal, setShowEditModal] = useState(false); + const [editError, setEditError] = useState(null); + + const deleteMutation = useMutation( + () => + restDelete( + registryUrl, + `/saved_datasets/${encodeURIComponent(datasetName || "")}?project=${encodeURIComponent(projectName || "")}`, + fetchOptions, + ), + { + onSuccess: () => { + queryClient.invalidateQueries(["rest", "saved-datasets-list"]); + navigate(`/p/${projectName}/data-set`); + }, + }, + ); + + const editMutation = useMutation( + (payload: any) => + restPost(registryUrl, "/saved_datasets", payload, fetchOptions), + { + onSuccess: () => { + setShowEditModal(false); + setEditError(null); + queryClient.invalidateQueries(["rest", `saved-dataset:${datasetName}`]); + queryClient.invalidateQueries(["rest", "saved-datasets-list"]); + }, + onError: (err: Error) => { + setEditError(err.message); + }, + }, + ); + + const handleEditSubmit = useCallback( + async (payload: any) => { + payload.project = projectName || ""; + await editMutation.mutateAsync(payload); + }, + [projectName, editMutation], + ); + return ( { + setEditError(null); + setShowEditModal(true); + }} + > + Edit + , + setShowDeleteConfirm(true)} + > + Delete + , + ]} tabs={[ { label: "Overview", @@ -37,22 +120,72 @@ const DatasetInstance = () => { }, }, { - label: "Expectations", - isSelected: useMatchSubpath("expectations"), + label: "Preview Data", + isSelected: useMatchSubpath("sample"), onClick: () => { - navigate("expectations"); + navigate("sample"); + }, + }, + { + label: "Usage", + isSelected: useMatchSubpath("usage"), + onClick: () => { + navigate("usage"); }, }, ...customNavigationTabs, ]} /> + {deleteMutation.isError && ( + <> + +

{(deleteMutation.error as Error)?.message}

+ + + + )} } /> - } /> + } /> + } /> {CustomTabRoutes} + + {showDeleteConfirm && ( + setShowDeleteConfirm(false)} + onConfirm={() => deleteMutation.mutate()} + cancelButtonText="Cancel" + confirmButtonText="Delete" + buttonColor="danger" + isLoading={deleteMutation.isLoading} + > +

+ Are you sure you want to delete {datasetName}? +

+ This removes the dataset metadata from the registry. The underlying + data at the storage location will not be deleted. +

+ + )} + + {showEditModal && datasetData && ( + setShowEditModal(false)} + onSubmit={handleEditSubmit} + isSubmitting={editMutation.isLoading} + error={editError} + /> + )} ); }; diff --git a/ui/src/pages/saved-data-sets/DatasetOverviewTab.tsx b/ui/src/pages/saved-data-sets/DatasetOverviewTab.tsx index 9ee7dd1aa42..65e3cc2732b 100644 --- a/ui/src/pages/saved-data-sets/DatasetOverviewTab.tsx +++ b/ui/src/pages/saved-data-sets/DatasetOverviewTab.tsx @@ -1,3 +1,4 @@ +import React from "react"; import { EuiFlexGroup, EuiHorizontalRule, @@ -9,16 +10,54 @@ import { EuiDescriptionList, EuiDescriptionListTitle, EuiDescriptionListDescription, + EuiBadge, + EuiText, + EuiCallOut, } from "@elastic/eui"; -import React from "react"; import { useParams } from "react-router-dom"; +import EuiCustomLink from "../../components/EuiCustomLink"; import DatasetFeaturesTable from "./DatasetFeaturesTable"; import DatasetJoinKeysTable from "./DatasetJoinKeysTable"; import useLoadDataset from "./useLoadDataset"; -import { toDate } from "../../utils/timestamp"; -const EntityOverviewTab = () => { - let { datasetName } = useParams(); +function extractStorageInfo(data: any): { type: string; path: string } { + const storage = data?.spec?.storage; + if (!storage) return { type: "Unknown", path: "—" }; + if (storage.fileStorage?.uri) + return { type: "File", path: storage.fileStorage.uri }; + if (storage.bigqueryStorage?.table) + return { type: "BigQuery", path: storage.bigqueryStorage.table }; + if (storage.snowflakeStorage?.table) + return { type: "Snowflake", path: storage.snowflakeStorage.table }; + if (storage.redshiftStorage?.table) + return { type: "Redshift", path: storage.redshiftStorage.table }; + if (storage.sparkStorage?.path) + return { type: "Spark", path: storage.sparkStorage.path }; + if (storage.sparkStorage?.table) + return { type: "Spark", path: storage.sparkStorage.table }; + if (storage.trinoStorage?.table) + return { type: "Trino", path: storage.trinoStorage.table }; + if (storage.athenaStorage?.table) + return { type: "Athena", path: storage.athenaStorage.table }; + if (storage.customStorage?.configuration) + return { type: "Custom", path: storage.customStorage.configuration }; + return { type: "Unknown", path: "—" }; +} + +function formatTimestamp(ts: any): string { + if (!ts) return "—"; + try { + return new Date(ts).toLocaleString("en-US", { + dateStyle: "medium", + timeStyle: "short", + }); + } catch { + return "—"; + } +} + +const DatasetOverviewTab = () => { + const { datasetName, projectName } = useParams(); if (!datasetName) { throw new Error( @@ -26,87 +65,226 @@ const EntityOverviewTab = () => { ); } - const { isLoading, isSuccess, isError, data } = useLoadDataset(datasetName); - const isEmpty = data === undefined; + const { isLoading, isError, data } = useLoadDataset(datasetName); + + if (isLoading) { + return ( + + + + + + Loading dataset details... + + + ); + } + + if (isError || !data) { + return ( + +

+ Could not load dataset {datasetName}. It may have + been deleted or the registry may be unavailable. +

+ + ); + } + + const storageInfo = extractStorageInfo(data); + const features = data.spec?.features || []; + const joinKeys = data.spec?.joinKeys || data.spec?.join_keys || []; + const tags = data.spec?.tags || {}; + const featureServiceName = + data.spec?.featureServiceName || data.spec?.feature_service_name; + const namespace = data.spec?.namespace || ""; + const collection = data.spec?.collection || ""; + const description = data.spec?.description || ""; + const dataSources: string[] = data.spec?.dataSources || []; + const createdTs = data.meta?.createdTimestamp || data.meta?.created_timestamp; + const minEventTs = + data.meta?.minEventTimestamp || data.meta?.min_event_timestamp; + const maxEventTs = + data.meta?.maxEventTimestamp || data.meta?.max_event_timestamp; + + // Determine provenance: if min/max event timestamps exist, the dataset + // was likely created via SDK (persist), otherwise it was linked manually. + const provenance = minEventTs + ? "Created (feature retrieval)" + : "Linked (existing data)"; return ( - - {isLoading && ( - - Loading - - )} - {isEmpty &&

No dataset with name: {datasetName}

} - {isError &&

Error loading dataset: {datasetName}

} - {isSuccess && data && ( - - - - - -

Features

- - - { - const [featureViewName, featureName] = - joinedName.split(":"); - - return { - featureViewName, - featureName, - }; - })! - } - /> - - - - -

Join Keys

- - - { - return { name: joinKey }; - })! - } - /> - - - - - -

Properties

- - - - - Source Feature Service - - - {data?.spec?.featureServiceName!} - - - - - - - Created - - {toDate(data?.meta?.createdTimestamp!).toLocaleDateString( - "en-CA", - )} - - - - - - - )} - + + {/* Left: Schema */} + + + +

Features ({features.length})

+ + + {features.length > 0 ? ( + { + const parts = joinedName.split(":"); + return { + featureViewName: parts.length > 1 ? parts[0] : "—", + featureName: parts.length > 1 ? parts[1] : joinedName, + }; + })} + /> + ) : ( + + No features defined + + )} + + + + + + +

Retrieval Keys ({joinKeys.length})

+ + + {joinKeys.length > 0 ? ( + ({ name: joinKey }))} + /> + ) : ( + + No retrieval keys defined + + )} + + + + {/* Right: Properties */} + + + +

Properties

+ + + + Origin + + + {provenance} + + + + {description && ( + <> + Description + + {description} + + + )} + + {namespace && ( + <> + Namespace + + {namespace} + + + )} + + {collection && ( + <> + Collection + + {collection} + + + )} + + Storage Type + + {storageInfo.type} + + + Storage Path + + + {storageInfo.path} + + + + {dataSources.length > 0 && ( + <> + + Data Source{dataSources.length > 1 ? "s" : ""} + + + {dataSources.map((dsName, idx) => ( + + {idx > 0 && ", "} + + {dsName} + + + ))} + + + )} + + {featureServiceName && ( + <> + + Feature Service + + + {featureServiceName} + + + )} + + Created + + {formatTimestamp(createdTs)} + + + {minEventTs && ( + <> + + Event Time Range + + + {formatTimestamp(minEventTs)} → {formatTimestamp(maxEventTs)} + + + )} + + + + {Object.keys(tags).length > 0 && ( + <> + + + +

Preview dataset contents

+ + + + + Click "Load Preview" to read and display actual rows from the + dataset's storage location. This executes a read query against + the configured offline store. + + + + + )} + + {sampleData && sampleData.rows.length > 0 && ( + + )} + + {sampleData && sampleData.rows.length === 0 && ( + +

No rows found in this dataset's storage location.

+ + )} + + ); +}; + +export default DatasetSampleTab; diff --git a/ui/src/pages/saved-data-sets/DatasetUsageTab.tsx b/ui/src/pages/saved-data-sets/DatasetUsageTab.tsx new file mode 100644 index 00000000000..01a9778213e --- /dev/null +++ b/ui/src/pages/saved-data-sets/DatasetUsageTab.tsx @@ -0,0 +1,253 @@ +import React from "react"; +import { + EuiPanel, + EuiTitle, + EuiText, + EuiSpacer, + EuiCodeBlock, + EuiFlexGroup, + EuiFlexItem, + EuiCallOut, + EuiLoadingSpinner, + EuiIcon, +} from "@elastic/eui"; +import { useParams } from "react-router-dom"; +import useLoadDataset from "./useLoadDataset"; + +const DatasetUsageTab = () => { + const { datasetName } = useParams(); + + if (!datasetName) { + throw new Error("Unable to get dataset name."); + } + + const { isLoading, isSuccess, data } = useLoadDataset(datasetName); + + if (isLoading) { + return ; + } + + if (!isSuccess || !data) { + return ( + +

Could not load dataset details.

+ + ); + } + + const name = data.spec?.name || datasetName; + + const loadCode = `from feast import FeatureStore + +store = FeatureStore(repo_path=".") + +# Load the saved dataset +dataset = store.get_saved_dataset("${name}") + +# Convert to pandas DataFrame +df = dataset.to_df() +print(f"Loaded {len(df)} rows, {len(df.columns)} columns") +print(df.head())`; + + const loadArrowCode = `# Load as PyArrow Table (more efficient for large datasets) +dataset = store.get_saved_dataset("${name}") +table = dataset.to_arrow() +print(f"Schema: {table.schema}") +print(f"Rows: {table.num_rows}")`; + + const torchCode = `import torch +from torch.utils.data import TensorDataset, DataLoader + +dataset = store.get_saved_dataset("${name}") +df = dataset.to_df() + +# Select your feature columns and target +feature_cols = df.select_dtypes(include=["number"]).columns.tolist() +X = torch.tensor(df[feature_cols].values, dtype=torch.float32) + +# Create DataLoader +torch_dataset = TensorDataset(X) +loader = DataLoader(torch_dataset, batch_size=32, shuffle=True) + +for batch in loader: + # Your training loop here + pass`; + + const registerCode = `from feast import FeatureStore +from feast.infra.offline_stores.file_source import SavedDatasetFileStorage + +store = FeatureStore(repo_path=".") + +# Create from a historical retrieval job +entity_df = ... # Your entity DataFrame with timestamps +job = store.get_historical_features( + entity_df=entity_df, + features=[ + "feature_view:feature_1", + "feature_view:feature_2", + ], +) + +# Persist and register +dataset = store.create_saved_dataset( + from_=job, + name="${name}", + storage=SavedDatasetFileStorage(path="data/${name}.parquet"), + tags={"team": "ml", "version": "1"}, +)`; + + const validationCode = `from feast.dqm.profilers.ge_profiler import GEProfiler + +dataset = store.get_saved_dataset("${name}") + +# Create a validation reference +profiler = GEProfiler() +ref = dataset.as_reference(name="${name}_ref", profiler=profiler) + +# Apply the reference to the registry +store.apply(ref) + +# Later: validate logged features against this reference +store.validate_logged_features( + source=feature_service, + start=start_time, + end=end_time, + reference=ref, +)`; + + return ( + + {/* Load Dataset */} + + + + + + + + +

Load Dataset

+ + + + +

+ Retrieve this dataset as a pandas DataFrame or PyArrow Table for + analysis or training. +

+ + + + {loadCode} + + + + {loadArrowCode} + + + + + {/* Training Integration */} + + + + + + + + +

Use for Training (PyTorch)

+ + + + +

Convert the dataset into PyTorch tensors for model training.

+ + + + {torchCode} + + + + + {/* Register via SDK */} + + + + + + + + +

Register via SDK

+ + + + +

+ Create this dataset programmatically from a historical feature + retrieval job. +

+ + + + {registerCode} + + + + + {/* Validation */} + + + + + + + + +

Data Validation

+ + + + +

+ Use this dataset as a reference for validating feature quality and + detecting drift. +

+ + + + {validationCode} + + + + + ); +}; + +export default DatasetUsageTab; diff --git a/ui/src/pages/saved-data-sets/DatasetsCardGrid.tsx b/ui/src/pages/saved-data-sets/DatasetsCardGrid.tsx new file mode 100644 index 00000000000..d5c69082978 --- /dev/null +++ b/ui/src/pages/saved-data-sets/DatasetsCardGrid.tsx @@ -0,0 +1,396 @@ +import React, { useState } from "react"; +import { + EuiFlexGroup, + EuiFlexItem, + EuiPanel, + EuiTitle, + EuiText, + EuiBadge, + EuiSpacer, + EuiButtonIcon, + EuiToolTip, + EuiIcon, + EuiCopy, + EuiLink, +} from "@elastic/eui"; +import { useNavigate, useParams } from "react-router-dom"; + +const STORAGE_TYPE_CONFIG: Record< + string, + { label: string; color: string; icon: string } +> = { + file: { label: "File", color: "#4CAF50", icon: "document" }, + bigquery: { label: "BigQuery", color: "#4285F4", icon: "storage" }, + snowflake: { label: "Snowflake", color: "#29B5E8", icon: "snowflake" }, + redshift: { label: "Redshift", color: "#205B97", icon: "compute" }, + spark: { label: "Spark", color: "#E25A1C", icon: "bolt" }, + trino: { label: "Trino", color: "#DD00A1", icon: "database" }, + athena: { label: "Athena", color: "#8C4FFF", icon: "database" }, + custom: { label: "Custom", color: "#607D8B", icon: "gear" }, + unknown: { label: "Storage", color: "#98A2B3", icon: "database" }, +}; + +function detectStorageType(dataset: any): string { + const storage = dataset?.spec?.storage; + if (!storage) return "unknown"; + if (storage.fileStorage) return "file"; + if (storage.bigqueryStorage) return "bigquery"; + if (storage.snowflakeStorage) return "snowflake"; + if (storage.redshiftStorage) return "redshift"; + if (storage.sparkStorage) return "spark"; + if (storage.trinoStorage) return "trino"; + if (storage.athenaStorage) return "athena"; + if (storage.customStorage) return "custom"; + return "unknown"; +} + +function extractStoragePath(dataset: any): string | undefined { + const storage = dataset?.spec?.storage; + if (!storage) return undefined; + if (storage.fileStorage?.uri) return storage.fileStorage.uri; + if (storage.bigqueryStorage?.table) return storage.bigqueryStorage.table; + if (storage.snowflakeStorage?.table) return storage.snowflakeStorage.table; + if (storage.redshiftStorage?.table) return storage.redshiftStorage.table; + if (storage.sparkStorage?.path) return storage.sparkStorage.path; + if (storage.sparkStorage?.table) return storage.sparkStorage.table; + if (storage.trinoStorage?.table) return storage.trinoStorage.table; + if (storage.athenaStorage?.table) return storage.athenaStorage.table; + if (storage.customStorage?.configuration) + return storage.customStorage.configuration; + return undefined; +} + +function truncatePath(path: string, maxLen: number = 42): string { + if (path.length <= maxLen) return path; + const start = path.slice(0, 18); + const end = path.slice(-20); + return `${start}...${end}`; +} + +function getRelativeTime(date: Date): string { + const now = new Date(); + const diffMs = now.getTime() - date.getTime(); + const diffDays = Math.floor(diffMs / (1000 * 60 * 60 * 24)); + + if (diffDays === 0) return "Today"; + if (diffDays === 1) return "Yesterday"; + if (diffDays < 7) return `${diffDays}d ago`; + if (diffDays < 30) return `${Math.floor(diffDays / 7)}w ago`; + if (diffDays < 365) return `${Math.floor(diffDays / 30)}mo ago`; + return `${Math.floor(diffDays / 365)}y ago`; +} + +interface DatasetCardProps { + dataset: any; + isHovered: boolean; + onHover: (name: string | null) => void; + onDelete?: (name: string) => void; +} + +const DatasetCard: React.FC = ({ + dataset, + isHovered, + onHover, + onDelete, +}) => { + const { projectName } = useParams(); + const navigate = useNavigate(); + const spec = dataset.spec || dataset; + const meta = dataset.meta || {}; + const name = spec.name || "unknown"; + const datasetProject = dataset.project || spec.project || projectName; + const features = spec.features || []; + const joinKeys = spec.joinKeys || spec.join_keys || []; + const tags = spec.tags || {}; + const featureServiceName = + spec.featureServiceName || spec.feature_service_name; + const namespace = spec.namespace || ""; + const collection = spec.collection || ""; + const description = spec.description || ""; + const createdTimestamp = meta.createdTimestamp || meta.created_timestamp; + const storagePath = extractStoragePath(dataset); + const storageType = detectStorageType(dataset); + const storageInfo = + STORAGE_TYPE_CONFIG[storageType] || STORAGE_TYPE_CONFIG.unknown; + + const formattedDate = createdTimestamp + ? new Date(createdTimestamp).toLocaleDateString("en-US", { + month: "short", + day: "numeric", + year: "numeric", + }) + : null; + const relativeTime = createdTimestamp + ? getRelativeTime(new Date(createdTimestamp)) + : null; + + const codeSnippet = `dataset = store.get_saved_dataset("${name}")\ndf = dataset.to_df()`; + + return ( + + onHover(name)} + onMouseLeave={() => onHover(null)} + onClick={() => navigate(`/p/${datasetProject}/data-set/${name}`)} + style={{ + height: "100%", + display: "flex", + flexDirection: "column", + transition: "all 0.2s ease", + transform: isHovered ? "translateY(-2px)" : "none", + borderTop: `3px solid ${storageInfo.color}`, + cursor: "pointer", + }} + > + {/* Header: Name + Storage badge */} + + + +

+ {name} +

+ + + + + {storageInfo.label} + + + + + {/* Description */} + {description && ( + +

{description}

+ + )} + + {/* Namespace / Collection badges */} + {(namespace || collection) && ( + <> + + + {namespace && ( + + {namespace} + + )} + {collection && ( + + {collection} + + )} + + + )} + + + + {/* Storage path */} + {storagePath && ( + + + {" "} +


+                {truncatePath(storagePath)}
+

+ + + )} + + + + {/* Metrics */} + + + + Features + + + {features.length} + + + + + Retrieval Keys + + + {joinKeys.length} + + + {featureServiceName && ( + + + Service + + + {featureServiceName} + + + )} + {spec.dataSources && spec.dataSources.length > 0 && ( + + + Source + + + {spec.dataSources.map((dsName: string, idx: number) => ( + + {idx > 0 && ", "} + { + e.stopPropagation(); + navigate(`/p/${datasetProject}/data-source/${dsName}`); + }} + > + {dsName} + + + ))} + + + )} + + + {/* Spacer to push footer */} +

+ + + + {/* Tags row */} + {Object.keys(tags).length > 0 && ( + <> + + {Object.entries(tags) + .slice(0, 3) + .map(([key, value]) => ( + + + {key}: {value as string} + + + ))} + {Object.keys(tags).length > 3 && ( + + + +{Object.keys(tags).length - 3} more + + + )} + + + + )} + + {/* Footer: Timestamp + actions */} + + + {formattedDate && ( + + + {relativeTime} + + + )} + + + + + + {(copy) => ( + + { + e.stopPropagation(); + copy(); + }} + /> + + )} + + + {onDelete && ( + + + { + e.stopPropagation(); + onDelete(name); + }} + /> + + + )} + + + + + + ); +}; + +interface DatasetsCardGridProps { + datasets: any[]; + onDelete?: (name: string) => void; +} + +const DatasetsCardGrid = ({ datasets, onDelete }: DatasetsCardGridProps) => { + const [hoveredId, setHoveredId] = useState(null); + + if (datasets.length === 0) { + return ( + +

No datasets match your search.

+ + ); + } + + return ( + + {datasets.map((dataset: any) => { + const name = dataset.spec?.name || dataset.name || "unknown"; + return ( + + ); + })} + + ); +}; + +export default DatasetsCardGrid; diff --git a/ui/src/pages/saved-data-sets/DatasetsIndexEmptyState.tsx b/ui/src/pages/saved-data-sets/DatasetsIndexEmptyState.tsx index 9f1a34be2a5..a8f039bc28f 100644 --- a/ui/src/pages/saved-data-sets/DatasetsIndexEmptyState.tsx +++ b/ui/src/pages/saved-data-sets/DatasetsIndexEmptyState.tsx @@ -1,29 +1,54 @@ import React from "react"; -import { EuiEmptyPrompt, EuiTitle, EuiLink, EuiButton } from "@elastic/eui"; +import { + EuiEmptyPrompt, + EuiTitle, + EuiLink, + EuiButton, + EuiFlexGroup, + EuiFlexItem, +} from "@elastic/eui"; import FeastIconBlue from "../../graphics/FeastIconBlue"; -const DatasetsIndexEmptyState = () => { +interface DatasetsIndexEmptyStateProps { + onRegister?: () => void; +} + +const DatasetsIndexEmptyState = ({ + onRegister, +}: DatasetsIndexEmptyStateProps) => { return ( There are no saved datasets} + title={

Your Data Catalog is empty

} body={

- You currently do not have any saved datasets. Learn more about - creating saved datasets in Feast Docs. + The Data Catalog lets you create, link, share, and reuse curated + feature datasets for model training and validation. Link an existing + data artifact or create a new one by running a feature retrieval job.

} actions={ - { - window.open( - "https://docs.feast.dev/getting-started/concepts/dataset#creating-saved-dataset-from-historical-retrieval", - "_blank", - ); - }} - > - Open Dataset Docs - + + {onRegister && ( + + + Add to Catalog + + + )} + + { + window.open( + "https://docs.feast.dev/getting-started/concepts/dataset#creating-saved-dataset-from-historical-retrieval", + "_blank", + ); + }} + > + Open Dataset Docs + + + } footer={ <> diff --git a/ui/src/pages/saved-data-sets/DatasetsListingTable.tsx b/ui/src/pages/saved-data-sets/DatasetsListingTable.tsx index 7b73e9cd6dc..0ce44b35dc0 100644 --- a/ui/src/pages/saved-data-sets/DatasetsListingTable.tsx +++ b/ui/src/pages/saved-data-sets/DatasetsListingTable.tsx @@ -1,12 +1,24 @@ import React from "react"; -import { EuiBasicTable } from "@elastic/eui"; +import { EuiBasicTable, EuiBadge } from "@elastic/eui"; import EuiCustomLink from "../../components/EuiCustomLink"; import { useParams } from "react-router-dom"; -import { feast } from "../../protos"; -import { toDate } from "../../utils/timestamp"; interface DatasetsListingTableProps { - datasets: feast.core.ISavedDataset[]; + datasets: any[]; +} + +function detectStorageType(dataset: any): string { + const storage = dataset?.spec?.storage; + if (!storage) return "—"; + if (storage.fileStorage) return "File"; + if (storage.bigqueryStorage) return "BigQuery"; + if (storage.snowflakeStorage) return "Snowflake"; + if (storage.redshiftStorage) return "Redshift"; + if (storage.sparkStorage) return "Spark"; + if (storage.trinoStorage) return "Trino"; + if (storage.athenaStorage) return "Athena"; + if (storage.customStorage) return "Custom"; + return "—"; } const DatasetsListingTable = ({ datasets }: DatasetsListingTableProps) => { @@ -17,27 +29,116 @@ const DatasetsListingTable = ({ datasets }: DatasetsListingTableProps) => { name: "Name", field: "spec.name", sortable: true, - render: (name: string) => { + render: (name: string, item: any) => { + const itemProject = item.project || item.spec?.project || projectName; return ( - - {name} + + {name} ); }, }, { - name: "Source Feature Service", - field: "spec.featureService", + name: "Namespace", + render: (item: any) => { + const ns = item.spec?.namespace; + return ns ? ( + {ns} + ) : ( + — + ); + }, + width: "140px", + }, + { + name: "Collection", + render: (item: any) => { + const col = item.spec?.collection; + return col ? ( + {col} + ) : ( + — + ); + }, + width: "140px", + }, + { + name: "Description", + render: (item: any) => { + const desc = item.spec?.description; + return desc ? ( + + {desc.length > 50 ? desc.slice(0, 50) + "…" : desc} + + ) : ( + — + ); + }, + width: "200px", + }, + { + name: "Features", + render: (item: any) => (item.spec?.features || []).length, + width: "90px", + }, + { + name: "Retrieval Keys", + render: (item: any) => + (item.spec?.joinKeys || item.spec?.join_keys || []).length, + width: "90px", + }, + { + name: "Storage", + render: (item: any) => ( + {detectStorageType(item)} + ), + width: "120px", + }, + { + name: "Data Source", + render: (item: any) => { + const dsList: string[] = item.spec?.dataSources || []; + if (dsList.length === 0) return "—"; + const itemProject = item.project || item.spec?.project || projectName; + return ( + <> + {dsList.map((dsName, idx) => ( + + {idx > 0 && ", "} + + {dsName} + + + ))} + + ); + }, + }, + { + name: "Feature Service", + render: (item: any) => + item.spec?.featureServiceName || item.spec?.feature_service_name || "—", }, { name: "Created", - render: (item: feast.core.ISavedDataset) => { - return toDate(item?.meta?.createdTimestamp!).toLocaleString("en-CA")!; + render: (item: any) => { + const ts = item.meta?.createdTimestamp || item.meta?.created_timestamp; + if (!ts) return "—"; + try { + return new Date(ts).toLocaleDateString("en-US", { + month: "short", + day: "numeric", + year: "numeric", + }); + } catch { + return "—"; + } }, + width: "140px", }, ]; - const getRowProps = (item: feast.core.ISavedDataset) => { + const getRowProps = (item: any) => { return { "data-test-subj": `row-${item.spec?.name}`, }; diff --git a/ui/src/pages/saved-data-sets/EditDatasetModal.tsx b/ui/src/pages/saved-data-sets/EditDatasetModal.tsx new file mode 100644 index 00000000000..507827e6dd0 --- /dev/null +++ b/ui/src/pages/saved-data-sets/EditDatasetModal.tsx @@ -0,0 +1,708 @@ +import React, { useState, useMemo } from "react"; +import { + EuiFormRow, + EuiFieldText, + EuiSpacer, + EuiHorizontalRule, + EuiText, + EuiCallOut, + EuiFlexGroup, + EuiFlexItem, + EuiPanel, + EuiTitle, + EuiComboBox, + EuiComboBoxOptionOption, + EuiCheckbox, + EuiSuperSelect, + EuiSuperSelectOption, +} from "@elastic/eui"; +import { useParams } from "react-router-dom"; +import FormModal from "../../components/forms/FormModal"; +import TagsEditor, { TagEntry } from "../../components/forms/TagsEditor"; +import useResourceQuery, { + featureServiceListPath, + featureViewListPath, + dataSourceListPath, +} from "../../queries/useResourceQuery"; + +interface EditDatasetModalProps { + dataset: any; + onClose: () => void; + onSubmit: (data: any) => Promise; + isSubmitting: boolean; + error?: string | null; +} + +interface StorageTypeDef { + value: string; + label: string; + description: string; + placeholder: string; + helpText: string; + sourceTypeMatch: string[]; +} + +const ALL_STORAGE_TYPES: StorageTypeDef[] = [ + { + value: "file", + label: "File (Parquet / CSV)", + description: "Local or remote file path (S3, GCS, HDFS)", + placeholder: "s3://my-bucket/datasets/training_v1.parquet", + helpText: "Path to the data file accessible by the Feast server.", + sourceTypeMatch: ["BATCH_FILE"], + }, + { + value: "bigquery", + label: "BigQuery", + description: "Google BigQuery table reference", + placeholder: "project_id.dataset.table_name", + helpText: "Full BigQuery table reference: project:dataset.table", + sourceTypeMatch: ["BATCH_BIGQUERY"], + }, + { + value: "snowflake", + label: "Snowflake", + description: "Snowflake table reference", + placeholder: "database.schema.table_name", + helpText: "Snowflake table: database.schema.table", + sourceTypeMatch: ["BATCH_SNOWFLAKE"], + }, + { + value: "redshift", + label: "Redshift", + description: "Amazon Redshift table reference", + placeholder: "schema.table_name", + helpText: "Redshift table: schema.table", + sourceTypeMatch: ["BATCH_REDSHIFT"], + }, + { + value: "spark", + label: "Spark", + description: "Apache Spark table or path", + placeholder: "s3://bucket/path/ or catalog.database.table", + helpText: "Spark path or catalog table reference.", + sourceTypeMatch: ["BATCH_SPARK"], + }, + { + value: "trino", + label: "Trino", + description: "Trino table reference", + placeholder: "catalog.schema.table", + helpText: "Trino table: catalog.schema.table", + sourceTypeMatch: ["BATCH_TRINO"], + }, + { + value: "athena", + label: "AWS Athena", + description: "AWS Athena table reference", + placeholder: "database.table_name", + helpText: "Athena table reference.", + sourceTypeMatch: ["BATCH_ATHENA"], + }, + { + value: "postgres", + label: "PostgreSQL", + description: "PostgreSQL table reference", + placeholder: "schema.table_name", + helpText: + "PostgreSQL table reference. Data is read via the PostgreSQL offline store.", + sourceTypeMatch: ["CUSTOM_SOURCE"], + }, + { + value: "clickhouse", + label: "ClickHouse", + description: "ClickHouse table reference", + placeholder: "database.table_name", + helpText: + "ClickHouse table reference. Data is read via the ClickHouse offline store.", + sourceTypeMatch: ["CUSTOM_SOURCE"], + }, + { + value: "couchbase", + label: "Couchbase Columnar", + description: "Couchbase Columnar collection reference", + placeholder: "database.scope.collection", + helpText: + "Couchbase Columnar reference in format: database.scope.collection", + sourceTypeMatch: ["CUSTOM_SOURCE"], + }, + { + value: "custom", + label: "Custom", + description: "Custom storage configuration", + placeholder: '{"class": "my.CustomStorage", "config": {}}', + helpText: "Serialized configuration for a custom storage implementation.", + sourceTypeMatch: ["CUSTOM_SOURCE"], + }, +]; + +function detectDataSourceTypes(dataSources: any[]): Set { + const types = new Set(); + for (const ds of dataSources) { + const dsType = ds.spec?.type || ds.type; + if (dsType != null) { + const typeName = dataSourceTypeToName(dsType); + if (typeName) types.add(typeName); + } + if (ds.spec?.fileOptions || ds.fileOptions) types.add("BATCH_FILE"); + if (ds.spec?.bigqueryOptions || ds.bigqueryOptions) + types.add("BATCH_BIGQUERY"); + if (ds.spec?.snowflakeOptions || ds.snowflakeOptions) + types.add("BATCH_SNOWFLAKE"); + if (ds.spec?.redshiftOptions || ds.redshiftOptions) + types.add("BATCH_REDSHIFT"); + if (ds.spec?.sparkOptions || ds.sparkOptions) types.add("BATCH_SPARK"); + if (ds.spec?.trinoOptions || ds.trinoOptions) types.add("BATCH_TRINO"); + if (ds.spec?.athenaOptions || ds.athenaOptions) types.add("BATCH_ATHENA"); + if (ds.spec?.customOptions || ds.customOptions) types.add("CUSTOM_SOURCE"); + const classType = + ds.spec?.dataSourceClassType || ds.dataSourceClassType || ""; + if (classType.includes("postgres")) types.add("CUSTOM_SOURCE"); + if (classType.includes("clickhouse")) types.add("CUSTOM_SOURCE"); + if (classType.includes("couchbase")) types.add("CUSTOM_SOURCE"); + } + return types; +} + +function dataSourceTypeToName(typeNum: number | string): string | null { + const map: Record = { + "1": "BATCH_FILE", + "2": "BATCH_BIGQUERY", + "3": "BATCH_REDSHIFT", + "5": "BATCH_SNOWFLAKE", + "7": "BATCH_SPARK", + "8": "BATCH_TRINO", + "9": "BATCH_ATHENA", + "6": "STREAM_KAFKA", + "10": "STREAM_KINESIS", + "4": "REQUEST_SOURCE", + "12": "PUSH_SOURCE", + "11": "CUSTOM_SOURCE", + }; + return map[String(typeNum)] || null; +} + +function detectStorageType(dataset: any): string { + const storage = dataset?.spec?.storage; + if (!storage) return "file"; + if (storage.fileStorage) return "file"; + if (storage.bigqueryStorage) return "bigquery"; + if (storage.snowflakeStorage) return "snowflake"; + if (storage.redshiftStorage) return "redshift"; + if (storage.sparkStorage) return "spark"; + if (storage.trinoStorage) return "trino"; + if (storage.athenaStorage) return "athena"; + if (storage.customStorage) { + try { + const config = storage.customStorage.configuration || ""; + const parsed = typeof config === "string" ? JSON.parse(config) : config; + if (parsed.database && parsed.scope && parsed.collection) + return "couchbase"; + if (parsed.table) { + const classType = + dataset?.spec?.dataSourceClassType || + dataset?.dataSourceClassType || + ""; + if (classType.includes("postgres")) return "postgres"; + if (classType.includes("clickhouse")) return "clickhouse"; + } + } catch { + // fall through + } + return "custom"; + } + return "file"; +} + +function extractStoragePath(dataset: any): string { + const storage = dataset?.spec?.storage; + if (!storage) return ""; + if (storage.fileStorage?.uri) return storage.fileStorage.uri; + if (storage.bigqueryStorage?.table) return storage.bigqueryStorage.table; + if (storage.snowflakeStorage?.table) return storage.snowflakeStorage.table; + if (storage.redshiftStorage?.table) return storage.redshiftStorage.table; + if (storage.sparkStorage?.path) return storage.sparkStorage.path; + if (storage.sparkStorage?.table) return storage.sparkStorage.table; + if (storage.trinoStorage?.table) return storage.trinoStorage.table; + if (storage.athenaStorage?.table) return storage.athenaStorage.table; + if (storage.customStorage?.configuration) + return storage.customStorage.configuration; + return ""; +} + +function extractStorageFileFormat(dataset: any): string { + const storage = dataset?.spec?.storage; + if (storage?.sparkStorage?.fileFormat) return storage.sparkStorage.fileFormat; + if (storage?.sparkStorage?.file_format) + return storage.sparkStorage.file_format; + return "parquet"; +} + +const EditDatasetModal = ({ + dataset, + onClose, + onSubmit, + isSubmitting, + error, +}: EditDatasetModalProps) => { + const { projectName } = useParams(); + const spec = dataset?.spec || {}; + const datasetName = spec.name || ""; + + // Load data sources to filter storage type options + const { data: dataSourcesRaw } = useResourceQuery({ + resourceType: "edit-modal-ds", + project: projectName, + restPath: dataSourceListPath(projectName), + restSelect: (d) => d.dataSources || [], + }); + + // Load feature services for dropdown + const { data: featureServicesRaw } = useResourceQuery({ + resourceType: "edit-modal-fs", + project: projectName, + restPath: featureServiceListPath(projectName), + restSelect: (d) => d.featureServices || [], + }); + + // Load feature views for features/join key suggestions + const { data: featureViewsRaw } = useResourceQuery({ + resourceType: "edit-modal-fv", + project: projectName, + restPath: featureViewListPath(projectName), + restSelect: (d) => d.featureViews || [], + }); + + // Derive available storage types from project's data sources + const availableStorageOptions: EuiSuperSelectOption[] = + useMemo(() => { + const currentType = detectStorageType(dataset); + + if (!dataSourcesRaw || dataSourcesRaw.length === 0) { + return ALL_STORAGE_TYPES.map((st) => ({ + value: st.value, + inputDisplay: st.label, + dropdownDisplay: ( + <> + {st.label} + +

{st.description}

+ + + ), + })); + } + + const detectedTypes = detectDataSourceTypes(dataSourcesRaw); + + let matched = ALL_STORAGE_TYPES.filter((st) => + st.sourceTypeMatch.some((match) => detectedTypes.has(match)), + ); + + // Always include File as a fallback + if (!matched.some((st) => st.value === "file")) { + matched = [ALL_STORAGE_TYPES[0], ...matched]; + } + + // Always include the dataset's current storage type so it's visible + if (!matched.some((st) => st.value === currentType)) { + const currentDef = ALL_STORAGE_TYPES.find( + (st) => st.value === currentType, + ); + if (currentDef) matched = [currentDef, ...matched]; + } + + return matched.map((st) => ({ + value: st.value, + inputDisplay: st.label, + dropdownDisplay: ( + <> + {st.label} + +

{st.description}

+ + + ), + })); + }, [dataSourcesRaw, dataset]); + + // Build feature suggestions from loaded feature views + const featureOptions: EuiComboBoxOptionOption[] = useMemo( + () => + (featureViewsRaw || []) + .filter((fv: any) => fv.type !== "labelView") + .flatMap((fv: any) => { + const fvName = fv.spec?.name || ""; + const features = fv.spec?.features || []; + return features.map((f: any) => ({ + label: `${fvName}:${f.name || f}`, + })); + }), + [featureViewsRaw], + ); + + // Build join key suggestions from feature views' entities + const joinKeyOptions: EuiComboBoxOptionOption[] = useMemo(() => { + const seen = new Set(); + (featureViewsRaw || []).forEach((fv: any) => { + const entities = fv.spec?.entities || []; + entities.forEach((e: string) => { + if (!seen.has(e)) seen.add(e); + }); + }); + return Array.from(seen).map((k) => ({ label: k })); + }, [featureViewsRaw]); + + // Build feature service options for dropdown + const featureServiceOptions: EuiComboBoxOptionOption[] = useMemo( + () => + (featureServicesRaw || []).map((fs: any) => ({ + label: fs.spec?.name || fs.name || "", + })), + [featureServicesRaw], + ); + + // Form state + const [storagePath, setStoragePath] = useState(extractStoragePath(dataset)); + const [storageType, setStorageType] = useState(detectStorageType(dataset)); + const [namespace, setNamespace] = useState(spec.namespace || ""); + const [collection, setCollection] = useState(spec.collection || ""); + const [description, setDescription] = useState(spec.description || ""); + const [storageFileFormat, setStorageFileFormat] = useState( + extractStorageFileFormat(dataset), + ); + const [featuresInput, setFeaturesInput] = useState( + (spec.features || []).map((f: string) => ({ label: f })), + ); + const [joinKeysInput, setJoinKeysInput] = useState( + (spec.joinKeys || spec.join_keys || []).map((k: string) => ({ label: k })), + ); + const [tags, setTags] = useState( + Object.entries(spec.tags || {}).map(([key, value]) => ({ + key, + value: value as string, + })), + ); + const [featureServiceName, setFeatureServiceName] = useState( + spec.featureServiceName || spec.feature_service_name || "", + ); + const [fullFeatureNames, setFullFeatureNames] = useState( + spec.fullFeatureNames || spec.full_feature_names || false, + ); + const [errors, setErrors] = useState>({}); + const [submitted, setSubmitted] = useState(false); + + // Get current storage type config + const currentStorageConfig = + ALL_STORAGE_TYPES.find((st) => st.value === storageType) || + ALL_STORAGE_TYPES[0]; + + const validate = (): boolean => { + const newErrors: Record = {}; + + if (!storagePath.trim()) { + newErrors.storagePath = "Storage path is required."; + } + + const tagKeys = tags.map((t) => t.key).filter((k) => k.trim()); + if (new Set(tagKeys).size !== tagKeys.length) { + newErrors.tags = "Tag keys must be unique."; + } + + setErrors(newErrors); + return Object.keys(newErrors).length === 0; + }; + + const handleSubmit = async () => { + setSubmitted(true); + if (!validate()) return; + + const tagsObj: Record = {}; + tags.forEach(({ key, value }) => { + if (key.trim() && value.trim()) tagsObj[key.trim()] = value.trim(); + }); + + const payload = { + name: datasetName, + project: "", + features: featuresInput.map((o) => o.label), + join_keys: joinKeysInput.map((o) => o.label), + storage_path: storagePath.trim(), + storage_type: storageType, + storage_file_format: + storageType === "spark" ? storageFileFormat : undefined, + tags: tagsObj, + full_feature_names: fullFeatureNames, + feature_service_name: featureServiceName || undefined, + namespace: namespace.trim() || undefined, + collection: collection.trim() || undefined, + description: description.trim() || undefined, + allow_override: true, + }; + await onSubmit(payload); + }; + + const clearFieldError = (field: string) => { + if (submitted) { + setErrors((prev) => { + const next = { ...prev }; + delete next[field]; + return next; + }); + } + }; + + return ( + + {error && ( + <> + +

{error}

+ + + + )} + + {/* Identity (read-only name) */} + +

Identity

+ + + + + + + + + + + + setDescription(e.target.value)} + placeholder="e.g. Training data for driver fraud model" + /> + + + + + + + + setFeatureServiceName( + selected.length > 0 ? selected[0].label : "", + ) + } + onCreateOption={(val) => setFeatureServiceName(val)} + placeholder="Select or type..." + isClearable + /> + + + + + + + {/* Organization */} + +

Organization (optional)

+ + + + + + + setNamespace(e.target.value)} + placeholder="e.g. fraud" + /> + + + + + setCollection(e.target.value)} + placeholder="e.g. training" + /> + + + + + + + + {/* Storage */} + +

Storage Location

+ + + + + + Only storage types matching your project's configured data sources are + shown. + + + + + + setStorageType(value)} + fullWidth + /> + + + + { + setStoragePath(e.target.value); + clearFieldError("storagePath"); + }} + isInvalid={!!errors.storagePath} + placeholder={currentStorageConfig.placeholder} + icon={storageType === "file" ? "document" : "storage"} + fullWidth + /> + + + {storageType === "spark" && ( + + Parquet, + }, + { + value: "avro", + inputDisplay: "Avro", + dropdownDisplay: Avro, + }, + { + value: "csv", + inputDisplay: "CSV", + dropdownDisplay: CSV, + }, + { + value: "json", + inputDisplay: "JSON", + dropdownDisplay: JSON, + }, + ]} + valueOfSelected={storageFileFormat} + onChange={setStorageFileFormat} + fullWidth + /> + + )} + + + + + {/* Schema */} + +

Schema

+ + + + + { + setFeaturesInput([...featuresInput, { label: val }]); + }} + onChange={(selected) => setFeaturesInput(selected)} + placeholder="Search or type features..." + isClearable + fullWidth + /> + + + + { + setJoinKeysInput([...joinKeysInput, { label: val }]); + }} + onChange={(selected) => setJoinKeysInput(selected)} + placeholder="Search or type join keys..." + isClearable + fullWidth + /> + + + + setFullFeatureNames(e.target.checked)} + /> + + {/* Tags */} + + setTags(newTags)} + error={errors.tags} + /> + + ); +}; + +export default EditDatasetModal; diff --git a/ui/src/pages/saved-data-sets/Index.tsx b/ui/src/pages/saved-data-sets/Index.tsx index c6cc81f4146..1c587d83883 100644 --- a/ui/src/pages/saved-data-sets/Index.tsx +++ b/ui/src/pages/saved-data-sets/Index.tsx @@ -1,52 +1,623 @@ -import React, { useContext } from "react"; - -import { EuiPageTemplate, EuiLoadingSpinner } from "@elastic/eui"; +import React, { + useState, + useContext, + useCallback, + useMemo, + useEffect, +} from "react"; +import { useParams } from "react-router-dom"; +import { + EuiPageTemplate, + EuiLoadingSpinner, + EuiButton, + EuiSpacer, + EuiConfirmModal, + EuiCallOut, + EuiFlexGroup, + EuiFlexItem, + EuiFieldSearch, + EuiPanel, + EuiSelect, + EuiText, + EuiButtonGroup, + EuiBadge, + EuiAccordion, + EuiIcon, + EuiToolTip, +} from "@elastic/eui"; +import { useMutation, useQuery, useQueryClient } from "react-query"; import { DatasetIcon } from "../../graphics/DatasetIcon"; - -import useLoadRegistry from "../../queries/useLoadRegistry"; import { useDocumentTitle } from "../../hooks/useDocumentTitle"; -import RegistryPathContext from "../../contexts/RegistryPathContext"; +import DatasetsCardGrid from "./DatasetsCardGrid"; import DatasetsListingTable from "./DatasetsListingTable"; +import DatasetCatalogBrowser from "./DatasetCatalogBrowser"; import DatasetsIndexEmptyState from "./DatasetsIndexEmptyState"; +import AddToCatalogModal from "./AddToCatalogModal"; +import type { RegisterDatasetPayload } from "./RegisterDatasetModal"; +import ExportButton from "../../components/ExportButton"; +import useResourceQuery, { + savedDatasetListPath, +} from "../../queries/useResourceQuery"; +import RegistryPathContext from "../../contexts/RegistryPathContext"; +import { useDataMode } from "../../contexts/DataModeContext"; +import { restPost, restDelete } from "../../queries/restApiClient"; const useLoadSavedDataSets = () => { - const registryUrl = useContext(RegistryPathContext); - const registryQuery = useLoadRegistry(registryUrl); + const { projectName } = useParams(); + return useResourceQuery({ + resourceType: "saved-datasets-list", + project: projectName, + restPath: savedDatasetListPath(projectName), + restSelect: (d) => d.savedDatasets, + }); +}; - const data = - registryQuery.data === undefined - ? undefined - : registryQuery.data.objects.savedDatasets; +const SORT_OPTIONS = [ + { value: "name_asc", text: "Name (A → Z)" }, + { value: "name_desc", text: "Name (Z → A)" }, + { value: "created_desc", text: "Newest first" }, + { value: "created_asc", text: "Oldest first" }, + { value: "features_desc", text: "Most features" }, +]; - return { - ...registryQuery, - data, - }; -}; +const VIEW_TOGGLE_BUTTONS = [ + { id: "catalog", label: "Catalog", iconType: "folderClosed" }, + { id: "cards", label: "Cards", iconType: "grid" }, + { id: "table", label: "Table", iconType: "list" }, +]; + +function getDatasetSortValue(dataset: any, key: string): any { + const spec = dataset.spec || dataset; + const meta = dataset.meta || {}; + if (key === "name") return (spec.name || "").toLowerCase(); + if (key === "created") + return meta.createdTimestamp || meta.created_timestamp || ""; + if (key === "features") return (spec.features || []).length; + return ""; +} const Index = () => { - const { isLoading, isSuccess, isError, data } = useLoadSavedDataSets(); + const { projectName } = useParams(); + const { isLoading, isSuccess, isError, isPermissionDenied, data } = + useLoadSavedDataSets(); + const [showRegisterModal, setShowRegisterModal] = useState(false); + const [deleteTarget, setDeleteTarget] = useState(null); + const [searchQuery, setSearchQuery] = useState(""); + const [sortBy, setSortBy] = useState("created_desc"); + const [viewMode, setViewMode] = useState("catalog"); + const [namespaceFilter, setNamespaceFilter] = useState("all"); + const [submitError, setSubmitError] = useState(null); + const [successMessage, setSuccessMessage] = useState(null); + + const registryUrl = useContext(RegistryPathContext); + const { fetchOptions } = useDataMode(); + const queryClient = useQueryClient(); + + useDocumentTitle(`Data Catalog | Feast`); + + const registerMutation = useMutation( + (payload: RegisterDatasetPayload) => + restPost(registryUrl, "/saved_datasets", payload, fetchOptions), + { + onSuccess: (_: any, variables: RegisterDatasetPayload) => { + setShowRegisterModal(false); + setSubmitError(null); + setSuccessMessage( + `Dataset "${variables.name}" registered successfully.`, + ); + setTimeout(() => setSuccessMessage(null), 5000); + queryClient.invalidateQueries(["rest", "saved-datasets-list"]); + }, + onError: (err: Error) => { + setSubmitError(err.message); + }, + }, + ); + + const deleteMutation = useMutation( + (name: string) => + restDelete( + registryUrl, + `/saved_datasets/${encodeURIComponent(name)}?project=${encodeURIComponent(projectName || "")}`, + fetchOptions, + ), + { + onSuccess: () => { + setDeleteTarget(null); + queryClient.invalidateQueries(["rest", "saved-datasets-list"]); + }, + }, + ); + + // Poll active jobs + const { data: jobsData } = useQuery( + ["dataset-jobs", projectName], + async () => { + const response = await fetch( + `${registryUrl}/saved_datasets/jobs?project=${encodeURIComponent(projectName || "")}`, + fetchOptions, + ); + if (!response.ok) return { jobs: [] }; + return response.json(); + }, + { + enabled: !!registryUrl, + refetchInterval: 5000, + staleTime: 3000, + }, + ); + + const activeJobs = useMemo( + () => + (jobsData?.jobs || []).filter( + (j: any) => j.status === "pending" || j.status === "running", + ), + [jobsData], + ); + + const recentJobs = useMemo( + () => (jobsData?.jobs || []).slice(0, 10), + [jobsData], + ); + + // Toast for completed jobs + useEffect(() => { + const completedJobs = (jobsData?.jobs || []).filter( + (j: any) => j.status === "completed", + ); + if (completedJobs.length > 0) { + const latest = completedJobs[0]; + if (latest.completed_at) { + const completedTime = new Date(latest.completed_at).getTime(); + const now = Date.now(); + if (now - completedTime < 10000) { + setSuccessMessage( + `Dataset "${latest.dataset_name}" created successfully.`, + ); + setTimeout(() => setSuccessMessage(null), 5000); + queryClient.invalidateQueries(["rest", "saved-datasets-list"]); + } + } + } + }, [jobsData, queryClient]); + + const handleRegisterSubmit = useCallback( + async (payload: RegisterDatasetPayload) => { + payload.project = projectName || ""; + await registerMutation.mutateAsync(payload); + }, + [projectName, registerMutation], + ); + + const handleDeleteConfirm = useCallback(() => { + if (deleteTarget) { + deleteMutation.mutate(deleteTarget); + } + }, [deleteTarget, deleteMutation]); + + // Compute summary stats + const stats = useMemo(() => { + if (!data) + return { + total: 0, + totalFeatures: 0, + storageTypes: new Set(), + namespaces: [] as string[], + }; + const totalFeatures = data.reduce( + (acc: number, ds: any) => acc + (ds.spec?.features?.length || 0), + 0, + ); + const storageTypes = new Set(); + const namespacesSet = new Set(); + data.forEach((ds: any) => { + const storage = ds.spec?.storage; + if (storage?.fileStorage) storageTypes.add("File"); + else if (storage?.bigqueryStorage) storageTypes.add("BigQuery"); + else if (storage?.snowflakeStorage) storageTypes.add("Snowflake"); + else if (storage?.redshiftStorage) storageTypes.add("Redshift"); + else if (storage?.sparkStorage) storageTypes.add("Spark"); + else if (storage?.trinoStorage) storageTypes.add("Trino"); + else if (storage?.athenaStorage) storageTypes.add("Athena"); + else if (storage?.customStorage) storageTypes.add("Custom"); + const ns = ds.spec?.namespace; + if (ns) namespacesSet.add(ns); + }); + const namespaces = Array.from(namespacesSet).sort(); + return { total: data.length, totalFeatures, storageTypes, namespaces }; + }, [data]); + + // Filter and sort + const processedData = useMemo(() => { + if (!data) return []; + let filtered = data; + + // Namespace filter + if (namespaceFilter !== "all") { + if (namespaceFilter === "_none") { + filtered = filtered.filter((ds: any) => !ds.spec?.namespace); + } else { + filtered = filtered.filter( + (ds: any) => ds.spec?.namespace === namespaceFilter, + ); + } + } + + if (searchQuery.trim()) { + const q = searchQuery.toLowerCase(); + filtered = filtered.filter((ds: any) => { + const name = (ds.spec?.name || "").toLowerCase(); + const tags = JSON.stringify(ds.spec?.tags || {}).toLowerCase(); + const features = (ds.spec?.features || []).join(" ").toLowerCase(); + const service = ( + ds.spec?.featureServiceName || + ds.spec?.feature_service_name || + "" + ).toLowerCase(); + const ns = (ds.spec?.namespace || "").toLowerCase(); + const col = (ds.spec?.collection || "").toLowerCase(); + const desc = (ds.spec?.description || "").toLowerCase(); + return ( + name.includes(q) || + tags.includes(q) || + features.includes(q) || + service.includes(q) || + ns.includes(q) || + col.includes(q) || + desc.includes(q) + ); + }); + } - useDocumentTitle(`Saved Datasets | Feast`); + const [key, order] = sortBy.split("_"); + filtered = [...filtered].sort((a, b) => { + const aVal = getDatasetSortValue(a, key); + const bVal = getDatasetSortValue(b, key); + if (typeof aVal === "number" && typeof bVal === "number") { + return order === "asc" ? aVal - bVal : bVal - aVal; + } + const cmp = String(aVal).localeCompare(String(bVal)); + return order === "asc" ? cmp : -cmp; + }); + + return filtered; + }, [data, searchQuery, sortBy, namespaceFilter]); + + const hasData = data && data.length > 0; return ( + {activeJobs.length > 0 && ( + + + + {activeJobs.length} active + + + + )} + + { + setSubmitError(null); + setShowRegisterModal(true); + }} + > + Add to Catalog + + + , + , + ]} /> + {/* Success toast */} + {successMessage && ( + <> + + + + )} + + {/* Active Jobs Panel */} + {recentJobs.length > 0 && ( + <> + + + + + + + Recent Activity + {activeJobs.length > 0 && ( + + {activeJobs.length} running + + )} + + + + } + paddingSize="s" + initialIsOpen={activeJobs.length > 0} + > + + {recentJobs.map((job: any) => ( + + + {job.status === "running" || job.status === "pending" ? ( + + ) : job.status === "completed" ? ( + + ) : ( + + )} + + + + {job.dataset_name} + + + + + {job.status} + + + + ))} + + + + + )} + + {/* Delete error */} + {deleteMutation.isError && ( + <> + +

{(deleteMutation.error as Error)?.message}

+ + + + )} + {isLoading && ( -

- Loading -

+ + + + + + Loading datasets... + + + )} + + {isPermissionDenied && ( + +

You do not have permission to view saved datasets.

+ + )} + {isError && !isPermissionDenied && ( + +

+ We encountered an error while loading datasets. Please check that + the registry server is running. +

+ + )} + + {isSuccess && hasData && ( + <> + {/* View mode toggle — always visible */} + + + + + + {stats.total} datasets + {stats.namespaces.length > 0 && ( + <> + {" "} + across {stats.namespaces.length}{" "} + namespaces + + )} + + + + + + setViewMode(id)} + isIconOnly + buttonSize="compressed" + /> + + + + + + {/* Search + Namespace Filter + Sort — shared toolbar */} + + + setSearchQuery(e.target.value)} + isClearable + fullWidth + /> + + {stats.namespaces.length > 0 && ( + + ({ + value: ns, + text: ns, + })), + ]} + value={namespaceFilter} + onChange={(e) => setNamespaceFilter(e.target.value)} + compressed + prepend="Namespace" + /> + + )} + + setSortBy(e.target.value)} + compressed + prepend="Sort" + /> + + + + + + {/* Results count when filtering */} + {(searchQuery.trim() || namespaceFilter !== "all") && ( + <> + + Showing {processedData.length} of {data.length} datasets + {namespaceFilter !== "all" && namespaceFilter !== "_none" && ( + <> + {" "} + in namespace {namespaceFilter} + + )} + {namespaceFilter === "_none" && <> with no namespace} + + + + )} + + {/* Catalog (hierarchical) view */} + {viewMode === "catalog" && ( + setDeleteTarget(name)} + /> + )} + + {/* Flat views (cards / table) */} + {viewMode === "cards" && ( + setDeleteTarget(name)} + /> + )} + {viewMode === "table" && ( + + )} + + )} + + {isSuccess && !hasData && ( + { + setSubmitError(null); + setShowRegisterModal(true); + }} + /> )} - {isError &&

We encountered an error while loading.

} - {isSuccess && data && } - {isSuccess && !data && } + + {showRegisterModal && ( + setShowRegisterModal(false)} + onLinkSubmit={handleRegisterSubmit} + isLinkSubmitting={registerMutation.isLoading} + linkError={submitError} + /> + )} + + {deleteTarget && ( + setDeleteTarget(null)} + onConfirm={handleDeleteConfirm} + cancelButtonText="Cancel" + confirmButtonText="Delete" + buttonColor="danger" + isLoading={deleteMutation.isLoading} + > +

+ Are you sure you want to delete {deleteTarget}? +

+ + This removes the dataset metadata from the registry. The + underlying data at the storage location will not be deleted. + +

+ + )} ); }; diff --git a/ui/src/pages/saved-data-sets/JobStatusPanel.tsx b/ui/src/pages/saved-data-sets/JobStatusPanel.tsx new file mode 100644 index 00000000000..bf6ed49fe06 --- /dev/null +++ b/ui/src/pages/saved-data-sets/JobStatusPanel.tsx @@ -0,0 +1,208 @@ +import React, { useEffect, useState, useContext, useCallback } from "react"; +import { + EuiPanel, + EuiFlexGroup, + EuiFlexItem, + EuiLoadingSpinner, + EuiText, + EuiCallOut, + EuiButton, + EuiButtonEmpty, + EuiSpacer, + EuiProgress, +} from "@elastic/eui"; +import { useNavigate, useParams } from "react-router-dom"; +import RegistryPathContext from "../../contexts/RegistryPathContext"; +import { useDataMode } from "../../contexts/DataModeContext"; + +interface JobStatusPanelProps { + jobId: string; + datasetName: string; + onComplete?: () => void; + onClose: () => void; + onRetry?: () => void; +} + +interface JobStatus { + job_id: string; + status: "pending" | "running" | "completed" | "failed"; + dataset_name?: string; + error?: string; + created_at?: string; + completed_at?: string; +} + +const JobStatusPanel = ({ + jobId, + datasetName, + onComplete, + onClose, + onRetry, +}: JobStatusPanelProps) => { + const { projectName } = useParams(); + const registryUrl = useContext(RegistryPathContext); + const { fetchOptions } = useDataMode(); + const navigate = useNavigate(); + + const [status, setStatus] = useState({ + job_id: jobId, + status: "pending", + dataset_name: datasetName, + }); + const [pollError, setPollError] = useState(null); + + const pollStatus = useCallback(async () => { + try { + const response = await fetch( + `${registryUrl}/saved_datasets/jobs/${encodeURIComponent(jobId)}`, + { method: "GET", ...fetchOptions }, + ); + if (!response.ok) { + const err = await response + .json() + .catch(() => ({ detail: "Unknown error" })); + throw new Error( + err.detail || `Status check failed: ${response.status}`, + ); + } + const data: JobStatus = await response.json(); + setStatus(data); + + if (data.status === "completed" && onComplete) { + onComplete(); + } + } catch (err: any) { + setPollError(err.message); + } + }, [jobId, registryUrl, fetchOptions, onComplete]); + + useEffect(() => { + const interval = setInterval(() => { + if (status.status === "pending" || status.status === "running") { + pollStatus(); + } + }, 3000); + + pollStatus(); + + return () => clearInterval(interval); + }, [pollStatus, status.status]); + + const isRunning = status.status === "pending" || status.status === "running"; + const isCompleted = status.status === "completed"; + const isFailed = status.status === "failed"; + + return ( + + {isRunning && ( + <> + + + + + + +

Creating dataset: {datasetName}

+ + Running feature retrieval and persisting results... + +

+ + + + + + + + Job ID: {jobId} | Status: {status.status} + + + + Close (job continues in background) + + + )} + + {isCompleted && ( + <> + +

+ {datasetName} has been created and registered in + the catalog. +

+ + + + + { + onClose(); + navigate(`/p/${projectName}/data-set/${datasetName}`); + }} + > + View Dataset + + + + Close + + + + )} + + {isFailed && ( + <> + +

+ {status.error || + "An unknown error occurred during dataset creation."} +

+ + + + Job ID: {jobId} + + + + {onRetry && ( + + + Back to Form + + + )} + + Close + + + + )} + + {pollError && ( + <> + + +

{pollError}

+ + + )} + + ); +}; + +export default JobStatusPanel; diff --git a/ui/src/pages/saved-data-sets/RegisterDatasetModal.tsx b/ui/src/pages/saved-data-sets/RegisterDatasetModal.tsx new file mode 100644 index 00000000000..e7543ddadf1 --- /dev/null +++ b/ui/src/pages/saved-data-sets/RegisterDatasetModal.tsx @@ -0,0 +1,702 @@ +import React, { useState, useMemo } from "react"; +import { + EuiFormRow, + EuiFieldText, + EuiSpacer, + EuiHorizontalRule, + EuiText, + EuiCallOut, + EuiFlexGroup, + EuiFlexItem, + EuiPanel, + EuiTitle, + EuiComboBox, + EuiComboBoxOptionOption, + EuiCheckbox, + EuiSuperSelect, + EuiSuperSelectOption, + EuiButton, + EuiButtonEmpty, +} from "@elastic/eui"; +import { useParams } from "react-router-dom"; +import FormModal from "../../components/forms/FormModal"; +import TagsEditor, { TagEntry } from "../../components/forms/TagsEditor"; +import useResourceQuery, { + featureServiceListPath, + featureViewListPath, + dataSourceListPath, +} from "../../queries/useResourceQuery"; + +export interface RegisterDatasetPayload { + name: string; + project: string; + features: string[]; + join_keys: string[]; + storage_path: string; + storage_type: string; + storage_file_format?: string; + tags: Record; + full_feature_names: boolean; + feature_service_name?: string; + namespace?: string; + collection?: string; + description?: string; +} + +interface RegisterDatasetModalProps { + onClose: () => void; + onSubmit: (data: RegisterDatasetPayload) => Promise; + isSubmitting: boolean; + error?: string | null; + embedded?: boolean; +} + +interface StorageTypeDefinition { + value: string; + label: string; + description: string; + placeholder: string; + helpText: string; + sourceTypeMatch: string[]; +} + +const ALL_STORAGE_TYPES: StorageTypeDefinition[] = [ + { + value: "file", + label: "File (Parquet / CSV)", + description: "Local or remote file path (S3, GCS, HDFS)", + placeholder: "s3://my-bucket/datasets/training_v1.parquet", + helpText: + "Path to the data file accessible by the Feast server (e.g. s3://bucket/path/data.parquet, gs://bucket/data.csv).", + sourceTypeMatch: ["BATCH_FILE"], + }, + { + value: "bigquery", + label: "BigQuery", + description: "Google BigQuery table reference", + placeholder: "project_id.dataset.table_name", + helpText: "Full BigQuery table reference: project:dataset.table", + sourceTypeMatch: ["BATCH_BIGQUERY"], + }, + { + value: "snowflake", + label: "Snowflake", + description: "Snowflake table reference", + placeholder: "database.schema.table_name", + helpText: "Snowflake table: database.schema.table", + sourceTypeMatch: ["BATCH_SNOWFLAKE"], + }, + { + value: "redshift", + label: "Redshift", + description: "Amazon Redshift table reference", + placeholder: "schema.table_name", + helpText: "Redshift table: schema.table", + sourceTypeMatch: ["BATCH_REDSHIFT"], + }, + { + value: "spark", + label: "Spark", + description: "Apache Spark table or path", + placeholder: "s3://bucket/path/ or catalog.database.table", + helpText: + "Spark path or catalog table reference (the data will be read via Spark).", + sourceTypeMatch: ["BATCH_SPARK"], + }, + { + value: "trino", + label: "Trino", + description: "Trino table reference", + placeholder: "catalog.schema.table", + helpText: "Trino table: catalog.schema.table", + sourceTypeMatch: ["BATCH_TRINO"], + }, + { + value: "athena", + label: "AWS Athena", + description: "AWS Athena table reference", + placeholder: "database.table_name", + helpText: "Athena table reference. Data is queried via Athena.", + sourceTypeMatch: ["BATCH_ATHENA"], + }, + { + value: "postgres", + label: "PostgreSQL", + description: "PostgreSQL table reference", + placeholder: "schema.table_name", + helpText: + "PostgreSQL table reference. Data is read via the PostgreSQL offline store.", + sourceTypeMatch: ["CUSTOM_SOURCE"], + }, + { + value: "clickhouse", + label: "ClickHouse", + description: "ClickHouse table reference", + placeholder: "database.table_name", + helpText: + "ClickHouse table reference. Data is read via the ClickHouse offline store.", + sourceTypeMatch: ["CUSTOM_SOURCE"], + }, + { + value: "couchbase", + label: "Couchbase Columnar", + description: "Couchbase Columnar collection reference", + placeholder: "database.scope.collection", + helpText: + "Couchbase Columnar reference in format: database.scope.collection", + sourceTypeMatch: ["CUSTOM_SOURCE"], + }, + { + value: "custom", + label: "Custom", + description: "Custom storage configuration", + placeholder: '{"class": "my.CustomStorage", "config": {}}', + helpText: "Serialized configuration for a custom storage implementation.", + sourceTypeMatch: ["CUSTOM_SOURCE"], + }, +]; + +function detectDataSourceTypes(dataSources: any[]): Set { + const types = new Set(); + for (const ds of dataSources) { + const dsType = ds.spec?.type || ds.type; + if (dsType != null) { + const typeName = dataSourceTypeToName(dsType); + if (typeName) types.add(typeName); + } + if (ds.spec?.fileOptions || ds.fileOptions) types.add("BATCH_FILE"); + if (ds.spec?.bigqueryOptions || ds.bigqueryOptions) + types.add("BATCH_BIGQUERY"); + if (ds.spec?.snowflakeOptions || ds.snowflakeOptions) + types.add("BATCH_SNOWFLAKE"); + if (ds.spec?.redshiftOptions || ds.redshiftOptions) + types.add("BATCH_REDSHIFT"); + if (ds.spec?.sparkOptions || ds.sparkOptions) types.add("BATCH_SPARK"); + if (ds.spec?.trinoOptions || ds.trinoOptions) types.add("BATCH_TRINO"); + if (ds.spec?.athenaOptions || ds.athenaOptions) types.add("BATCH_ATHENA"); + if (ds.spec?.customOptions || ds.customOptions) types.add("CUSTOM_SOURCE"); + const classType = + ds.spec?.dataSourceClassType || ds.dataSourceClassType || ""; + if (classType.includes("postgres")) types.add("CUSTOM_SOURCE"); + if (classType.includes("clickhouse")) types.add("CUSTOM_SOURCE"); + if (classType.includes("couchbase")) types.add("CUSTOM_SOURCE"); + } + return types; +} + +function dataSourceTypeToName(typeNum: number | string): string | null { + const map: Record = { + "1": "BATCH_FILE", + "2": "BATCH_BIGQUERY", + "3": "BATCH_REDSHIFT", + "5": "BATCH_SNOWFLAKE", + "7": "BATCH_SPARK", + "8": "BATCH_TRINO", + "9": "BATCH_ATHENA", + "6": "STREAM_KAFKA", + "10": "STREAM_KINESIS", + "4": "REQUEST_SOURCE", + "12": "PUSH_SOURCE", + "11": "CUSTOM_SOURCE", + }; + return map[String(typeNum)] || null; +} + +const RegisterDatasetModal = ({ + onClose, + onSubmit, + isSubmitting, + error, + embedded = false, +}: RegisterDatasetModalProps) => { + const { projectName } = useParams(); + + const { data: featureServicesRaw } = useResourceQuery({ + resourceType: "register-modal-fs", + project: projectName, + restPath: featureServiceListPath(projectName), + restSelect: (d) => d.featureServices || [], + }); + + const { data: featureViewsRaw } = useResourceQuery({ + resourceType: "register-modal-fv", + project: projectName, + restPath: featureViewListPath(projectName), + restSelect: (d) => d.featureViews || [], + }); + + const { data: dataSourcesRaw } = useResourceQuery({ + resourceType: "register-modal-ds", + project: projectName, + restPath: dataSourceListPath(projectName), + restSelect: (d) => d.dataSources || [], + }); + + // Derive available storage types from project's data sources + const availableStorageOptions: EuiSuperSelectOption[] = + useMemo(() => { + if (!dataSourcesRaw || dataSourcesRaw.length === 0) { + // Fallback: show all storage types if no data sources loaded yet + return ALL_STORAGE_TYPES.map((st) => ({ + value: st.value, + inputDisplay: st.label, + dropdownDisplay: ( + <> + {st.label} + +

{st.description}

+ + + ), + })); + } + + const detectedTypes = detectDataSourceTypes(dataSourcesRaw); + + const matched = ALL_STORAGE_TYPES.filter((st) => + st.sourceTypeMatch.some((match) => detectedTypes.has(match)), + ); + + // Always include File as a fallback (datasets can be stored as standalone files) + const hasFile = matched.some((st) => st.value === "file"); + const result = hasFile ? matched : [ALL_STORAGE_TYPES[0], ...matched]; + + return result.map((st) => ({ + value: st.value, + inputDisplay: st.label, + dropdownDisplay: ( + <> + {st.label} + +

{st.description}

+ + + ), + })); + }, [dataSourcesRaw]); + + // Form state + const [name, setName] = useState(""); + const [namespace, setNamespace] = useState(""); + const [collection, setCollection] = useState(""); + const [description, setDescription] = useState(""); + const [storagePath, setStoragePath] = useState(""); + const [storageType, setStorageType] = useState("file"); + const [storageFileFormat, setStorageFileFormat] = useState("parquet"); + const [featuresInput, setFeaturesInput] = useState( + [], + ); + const [joinKeysInput, setJoinKeysInput] = useState( + [], + ); + const [tags, setTags] = useState([]); + const [featureServiceName, setFeatureServiceName] = useState(""); + const [fullFeatureNames, setFullFeatureNames] = useState(false); + const [errors, setErrors] = useState>({}); + const [submitted, setSubmitted] = useState(false); + + // Get current storage type config + const currentStorageConfig = + ALL_STORAGE_TYPES.find((st) => st.value === storageType) || + ALL_STORAGE_TYPES[0]; + + // Build suggestions from live data + const featureOptions: EuiComboBoxOptionOption[] = (featureViewsRaw || []) + .filter((fv: any) => fv.type !== "labelView") + .flatMap((fv: any) => { + const fvName = fv.spec?.name || ""; + const features = fv.spec?.features || []; + return features.map((f: any) => ({ + label: `${fvName}:${f.name || f}`, + })); + }); + + const joinKeyOptions: EuiComboBoxOptionOption[] = (() => { + const seen = new Set(); + (featureViewsRaw || []).forEach((fv: any) => { + const entities = fv.spec?.entities || []; + entities.forEach((e: string) => { + if (!seen.has(e)) seen.add(e); + }); + }); + return Array.from(seen).map((k) => ({ label: k })); + })(); + + const featureServiceOptions: EuiComboBoxOptionOption[] = ( + featureServicesRaw || [] + ).map((fs: any) => ({ + label: fs.spec?.name || fs.name || "", + })); + + const validate = (): boolean => { + const newErrors: Record = {}; + + if (!name.trim()) { + newErrors.name = "Dataset name is required."; + } else if (!/^[a-zA-Z_][a-zA-Z0-9_-]*$/.test(name.trim())) { + newErrors.name = + "Must start with a letter or underscore, and contain only letters, numbers, underscores, and hyphens."; + } + + if (!storagePath.trim()) { + newErrors.storagePath = + "Storage path is required. Provide a file path or table reference."; + } else if (storageType === "file") { + if ( + !/^(s3|gs|gcs|hdfs|abfs|file):\/\/\S+$/.test(storagePath.trim()) && + !storagePath.trim().startsWith("/") + ) { + newErrors.storagePath = + "Should be a valid URI (s3://, gs://, hdfs://, file://) or absolute path."; + } + } + + const tagKeys = tags.map((t) => t.key).filter((k) => k.trim()); + if (new Set(tagKeys).size !== tagKeys.length) { + newErrors.tags = "Tag keys must be unique."; + } + + setErrors(newErrors); + return Object.keys(newErrors).length === 0; + }; + + const handleSubmit = async () => { + setSubmitted(true); + if (!validate()) return; + + const tagsObj: Record = {}; + tags.forEach(({ key, value }) => { + if (key.trim() && value.trim()) tagsObj[key.trim()] = value.trim(); + }); + + const payload: RegisterDatasetPayload = { + name: name.trim(), + project: projectName || "", + features: featuresInput.map((o) => o.label), + join_keys: joinKeysInput.map((o) => o.label), + storage_path: storagePath.trim(), + storage_type: storageType, + storage_file_format: + storageType === "spark" ? storageFileFormat : undefined, + tags: tagsObj, + full_feature_names: fullFeatureNames, + feature_service_name: featureServiceName || undefined, + namespace: namespace.trim() || undefined, + collection: collection.trim() || undefined, + description: description.trim() || undefined, + }; + await onSubmit(payload); + }; + + const clearFieldError = (field: string) => { + if (submitted) { + setErrors((prev) => { + const next = { ...prev }; + delete next[field]; + return next; + }); + } + }; + + const formContent = ( + <> + {error && ( + <> + +

{error}

+ + + + )} + + {/* Section: Identity */} + +

Identity

+ + + + + + + { + setName(e.target.value); + clearFieldError("name"); + }} + isInvalid={!!errors.name} + placeholder="e.g. driver_training_v1" + autoFocus + /> + + + + + setDescription(e.target.value)} + placeholder="e.g. Training data for driver fraud model" + /> + + + + + + setFeatureServiceName( + selected.length > 0 ? selected[0].label : "", + ) + } + onCreateOption={(val) => setFeatureServiceName(val)} + placeholder="Select or type..." + isClearable + /> + + + + + + + {/* Section: Organization */} + +

Organization (optional)

+ + + + + + Group datasets into namespaces and collections for hierarchical + organization. Leave empty to keep the dataset at the top level. + + + + + + + + setNamespace(e.target.value)} + placeholder="e.g. fraud" + /> + + + + + setCollection(e.target.value)} + placeholder="e.g. training" + /> + + + + + + + + {/* Section: Storage */} + +

Storage Location

+ + + + + + Point to where the dataset data already exists. Only storage types + matching your project's configured data sources are shown. + + + + + + setStorageType(value)} + fullWidth + /> + + + + { + setStoragePath(e.target.value); + clearFieldError("storagePath"); + }} + isInvalid={!!errors.storagePath} + placeholder={currentStorageConfig.placeholder} + icon={storageType === "file" ? "document" : "storage"} + fullWidth + /> + + + {storageType === "spark" && ( + + Parquet, + }, + { + value: "avro", + inputDisplay: "Avro", + dropdownDisplay: Avro, + }, + { + value: "csv", + inputDisplay: "CSV", + dropdownDisplay: CSV, + }, + { + value: "json", + inputDisplay: "JSON", + dropdownDisplay: JSON, + }, + ]} + valueOfSelected={storageFileFormat} + onChange={setStorageFileFormat} + fullWidth + /> + + )} + + + + + {/* Section: Schema */} + +

Schema

+ {formContent} + + + + Cancel + + + + Link Existing Dataset + + + +

+ ); + } + + return ( + + {formContent} + + ); +}; + +export default RegisterDatasetModal; +export type { RegisterDatasetModalProps }; diff --git a/ui/src/pages/saved-data-sets/useLoadDataset.ts b/ui/src/pages/saved-data-sets/useLoadDataset.ts index 40f8a8ebd48..c560f7f9eb6 100644 --- a/ui/src/pages/saved-data-sets/useLoadDataset.ts +++ b/ui/src/pages/saved-data-sets/useLoadDataset.ts @@ -1,22 +1,18 @@ -import { useContext } from "react"; -import RegistryPathContext from "../../contexts/RegistryPathContext"; -import useLoadRegistry from "../../queries/useLoadRegistry"; +import { useParams } from "react-router-dom"; +import useResourceQuery, { + savedDatasetDetailPath, +} from "../../queries/useResourceQuery"; -const useLoadEntity = (entityName: string) => { - const registryUrl = useContext(RegistryPathContext); - const registryQuery = useLoadRegistry(registryUrl); +const useLoadDataset = (datasetName: string) => { + const { projectName } = useParams(); - const data = - registryQuery.data === undefined - ? undefined - : registryQuery.data.objects.savedDatasets?.find( - (fv) => fv.spec?.name === entityName, - ); - - return { - ...registryQuery, - data, - }; + return useResourceQuery({ + resourceType: `saved-dataset:${datasetName}`, + project: projectName, + restPath: savedDatasetDetailPath(datasetName, projectName || ""), + restSelect: (d) => d, + enabled: !!datasetName, + }); }; -export default useLoadEntity; +export default useLoadDataset; diff --git a/ui/src/parsers/mergedFVTypes.ts b/ui/src/parsers/mergedFVTypes.ts index 1c6b759be1e..0c65dea54f6 100644 --- a/ui/src/parsers/mergedFVTypes.ts +++ b/ui/src/parsers/mergedFVTypes.ts @@ -4,6 +4,7 @@ enum FEAST_FV_TYPES { regular = "regular", ondemand = "ondemand", stream = "stream", + label = "label", } interface regularFVInterface { @@ -27,7 +28,18 @@ interface SFVInterface { object: feast.core.IStreamFeatureView; } -type genericFVType = regularFVInterface | ODFVInterface | SFVInterface; +interface LabelViewInterface { + name: string; + type: FEAST_FV_TYPES.label; + features: feast.core.IFeatureSpecV2[]; + object: any; +} + +type genericFVType = + | regularFVInterface + | ODFVInterface + | SFVInterface + | LabelViewInterface; const mergedFVTypes = (objects: feast.core.Registry) => { const mergedFVMap: Record = {}; @@ -75,4 +87,10 @@ const mergedFVTypes = (objects: feast.core.Registry) => { export default mergedFVTypes; export { FEAST_FV_TYPES }; -export type { genericFVType, regularFVInterface, ODFVInterface, SFVInterface }; +export type { + genericFVType, + regularFVInterface, + ODFVInterface, + SFVInterface, + LabelViewInterface, +}; diff --git a/ui/src/parsers/parseEntityRelationships.ts b/ui/src/parsers/parseEntityRelationships.ts index 579374e30ff..b1a014044a0 100644 --- a/ui/src/parsers/parseEntityRelationships.ts +++ b/ui/src/parsers/parseEntityRelationships.ts @@ -14,12 +14,21 @@ interface EntityRelation { const parseEntityRelationships = (objects: feast.core.Registry) => { const links: EntityRelation[] = []; + const labelViewNames = new Set( + ((objects as any).labelViews || []).map((lv: any) => lv.spec?.name), + ); + objects.featureServices?.forEach((fs) => { - fs.spec?.features!.forEach((feature) => { + fs.spec?.features!.forEach((feature: any) => { + const viewName = feature?.featureViewName!; + const isLabelView = + feature?.viewType === "labelView" || labelViewNames.has(viewName); links.push({ source: { - type: FEAST_FCO_TYPES["featureView"], - name: feature?.featureViewName!, + type: isLabelView + ? FEAST_FCO_TYPES["labelView"] + : FEAST_FCO_TYPES["featureView"], + name: viewName, }, target: { type: FEAST_FCO_TYPES["featureService"], @@ -134,6 +143,58 @@ const parseEntityRelationships = (objects: feast.core.Registry) => { }); }); + (objects as any).labelViews?.forEach((lv: any) => { + lv.spec?.entities?.forEach((ent: string) => { + links.push({ + source: { + type: FEAST_FCO_TYPES["entity"], + name: ent, + }, + target: { + type: FEAST_FCO_TYPES["labelView"], + name: lv.spec?.name!, + }, + }); + }); + + if (lv.spec?.source?.name) { + links.push({ + source: { + type: FEAST_FCO_TYPES["dataSource"], + name: lv.spec.source.name, + }, + target: { + type: FEAST_FCO_TYPES["labelView"], + name: lv.spec?.name!, + }, + }); + } + if (lv.spec?.source?.batchSource?.name) { + links.push({ + source: { + type: FEAST_FCO_TYPES["dataSource"], + name: lv.spec.source.batchSource.name, + }, + target: { + type: FEAST_FCO_TYPES["labelView"], + name: lv.spec?.name!, + }, + }); + } + if (lv.spec?.batchSource?.name) { + links.push({ + source: { + type: FEAST_FCO_TYPES["dataSource"], + name: lv.spec.batchSource.name, + }, + target: { + type: FEAST_FCO_TYPES["labelView"], + name: lv.spec?.name!, + }, + }); + } + }); + return links; }; diff --git a/ui/src/parsers/types.ts b/ui/src/parsers/types.ts index 1e515f23f34..fc9f88d045f 100644 --- a/ui/src/parsers/types.ts +++ b/ui/src/parsers/types.ts @@ -3,6 +3,11 @@ enum FEAST_FCO_TYPES { entity = "entity", featureView = "featureView", featureService = "featureService", + labelView = "labelView", + mlflowRun = "mlflowRun", + mlflowModel = "mlflowModel", + openlineageJob = "openlineageJob", + openlineageDataset = "openlineageDataset", } export { FEAST_FCO_TYPES }; diff --git a/ui/src/queries/mutations/useDataSourceMutations.ts b/ui/src/queries/mutations/useDataSourceMutations.ts new file mode 100644 index 00000000000..a59313bf7a7 --- /dev/null +++ b/ui/src/queries/mutations/useDataSourceMutations.ts @@ -0,0 +1,105 @@ +import { useMutation, useQueryClient } from "react-query"; + +interface ApplyDataSourcePayload { + name: string; + project: string; + type?: number; + timestamp_field?: string; + created_timestamp_column?: string; + description?: string; + tags?: Record; + owner?: string; + file_options?: { uri: string }; + bigquery_options?: { table: string; query: string }; + snowflake_options?: { table: string; database: string; schema_: string }; + redshift_options?: { table: string; database: string; schema_: string }; + kafka_options?: { kafka_bootstrap_servers: string; topic: string }; + spark_options?: { table: string; path: string }; + custom_options?: { + configuration?: string; + class_name?: string; + config?: string; + }; + data_source_class_type?: string; +} + +interface DeleteDataSourcePayload { + name: string; + project: string; +} + +interface MutationResult { + name: string; + project: string; + status: string; +} + +const API_BASE = "/api/v1"; + +const applyDataSource = async ( + payload: ApplyDataSourcePayload, +): Promise => { + const response = await fetch(`${API_BASE}/data_sources`, { + method: "POST", + headers: { "Content-Type": "application/json" }, + body: JSON.stringify(payload), + }); + + if (!response.ok) { + const error = await response + .json() + .catch(() => ({ detail: response.statusText })); + throw new Error( + error.detail || `Failed to apply data source: ${response.status}`, + ); + } + + return response.json(); +}; + +const deleteDataSource = async ( + payload: DeleteDataSourcePayload, +): Promise => { + const response = await fetch( + `${API_BASE}/data_sources/${encodeURIComponent(payload.name)}?project=${encodeURIComponent(payload.project)}`, + { method: "DELETE" }, + ); + + if (!response.ok) { + const error = await response + .json() + .catch(() => ({ detail: response.statusText })); + throw new Error( + error.detail || `Failed to delete data source: ${response.status}`, + ); + } + + return response.json(); +}; + +const useApplyDataSource = () => { + const queryClient = useQueryClient(); + + return useMutation(applyDataSource, { + onSuccess: () => { + queryClient.invalidateQueries(["rest"]); + queryClient.invalidateQueries(["data-sources-rest"]); + queryClient.invalidateQueries(["data-source-rest"]); + }, + }); +}; + +const useDeleteDataSource = () => { + const queryClient = useQueryClient(); + + return useMutation(deleteDataSource, { + onSuccess: () => { + queryClient.invalidateQueries(["rest"]); + queryClient.invalidateQueries(["data-sources-rest"]); + queryClient.invalidateQueries(["data-source-rest"]); + }, + }); +}; + +export { useApplyDataSource, useDeleteDataSource }; +export type { ApplyDataSourcePayload, DeleteDataSourcePayload }; diff --git a/ui/src/queries/mutations/useEntityMutations.ts b/ui/src/queries/mutations/useEntityMutations.ts new file mode 100644 index 00000000000..659c367558e --- /dev/null +++ b/ui/src/queries/mutations/useEntityMutations.ts @@ -0,0 +1,92 @@ +import { useMutation, useQueryClient } from "react-query"; + +interface ApplyEntityPayload { + name: string; + project: string; + join_key?: string; + value_type?: number; + description?: string; + tags?: Record; + owner?: string; +} + +interface DeleteEntityPayload { + name: string; + project: string; +} + +interface MutationResult { + name: string; + project: string; + status: string; +} + +const API_BASE = "/api/v1"; + +const applyEntity = async ( + payload: ApplyEntityPayload, +): Promise => { + const response = await fetch(`${API_BASE}/entities`, { + method: "POST", + headers: { "Content-Type": "application/json" }, + body: JSON.stringify(payload), + }); + + if (!response.ok) { + const error = await response + .json() + .catch(() => ({ detail: response.statusText })); + throw new Error( + error.detail || `Failed to apply entity: ${response.status}`, + ); + } + + return response.json(); +}; + +const deleteEntity = async ( + payload: DeleteEntityPayload, +): Promise => { + const response = await fetch( + `${API_BASE}/entities/${encodeURIComponent(payload.name)}?project=${encodeURIComponent(payload.project)}`, + { method: "DELETE" }, + ); + + if (!response.ok) { + const error = await response + .json() + .catch(() => ({ detail: response.statusText })); + throw new Error( + error.detail || `Failed to delete entity: ${response.status}`, + ); + } + + return response.json(); +}; + +const useApplyEntity = () => { + const queryClient = useQueryClient(); + + return useMutation(applyEntity, { + onSuccess: () => { + queryClient.invalidateQueries(["rest"]); + queryClient.invalidateQueries(["entities-rest"]); + queryClient.invalidateQueries(["entity-rest"]); + }, + }); +}; + +const useDeleteEntity = () => { + const queryClient = useQueryClient(); + + return useMutation(deleteEntity, { + onSuccess: () => { + queryClient.invalidateQueries(["rest"]); + queryClient.invalidateQueries(["entities-rest"]); + queryClient.invalidateQueries(["entity-rest"]); + }, + }); +}; + +export { useApplyEntity, useDeleteEntity }; +export type { ApplyEntityPayload, DeleteEntityPayload }; diff --git a/ui/src/queries/mutations/useFeatureServiceMutations.ts b/ui/src/queries/mutations/useFeatureServiceMutations.ts new file mode 100644 index 00000000000..85bd3f4fd44 --- /dev/null +++ b/ui/src/queries/mutations/useFeatureServiceMutations.ts @@ -0,0 +1,100 @@ +import { useMutation, useQueryClient } from "react-query"; + +interface FeatureViewProjectionPayload { + feature_view_name: string; + feature_names?: string[]; +} + +interface ApplyFeatureServicePayload { + name: string; + project: string; + features: FeatureViewProjectionPayload[]; + description?: string; + tags?: Record; + owner?: string; +} + +interface DeleteFeatureServicePayload { + name: string; + project: string; +} + +interface MutationResult { + name: string; + project: string; + status: string; +} + +const API_BASE = "/api/v1"; + +const applyFeatureService = async ( + payload: ApplyFeatureServicePayload, +): Promise => { + const response = await fetch(`${API_BASE}/feature_services`, { + method: "POST", + headers: { "Content-Type": "application/json" }, + body: JSON.stringify(payload), + }); + + if (!response.ok) { + const error = await response + .json() + .catch(() => ({ detail: response.statusText })); + throw new Error( + error.detail || `Failed to apply feature service: ${response.status}`, + ); + } + + return response.json(); +}; + +const deleteFeatureService = async ( + payload: DeleteFeatureServicePayload, +): Promise => { + const response = await fetch( + `${API_BASE}/feature_services/${encodeURIComponent(payload.name)}?project=${encodeURIComponent(payload.project)}`, + { method: "DELETE" }, + ); + + if (!response.ok) { + const error = await response + .json() + .catch(() => ({ detail: response.statusText })); + throw new Error( + error.detail || `Failed to delete feature service: ${response.status}`, + ); + } + + return response.json(); +}; + +const useApplyFeatureService = () => { + const queryClient = useQueryClient(); + + return useMutation(applyFeatureService, { + onSuccess: () => { + queryClient.invalidateQueries(["rest"]); + queryClient.invalidateQueries(["feature-services-rest"]); + queryClient.invalidateQueries(["feature-service-rest"]); + }, + }); +}; + +const useDeleteFeatureService = () => { + const queryClient = useQueryClient(); + + return useMutation(deleteFeatureService, { + onSuccess: () => { + queryClient.invalidateQueries(["rest"]); + queryClient.invalidateQueries(["feature-services-rest"]); + queryClient.invalidateQueries(["feature-service-rest"]); + }, + }); +}; + +export { useApplyFeatureService, useDeleteFeatureService }; +export type { + ApplyFeatureServicePayload, + DeleteFeatureServicePayload, + FeatureViewProjectionPayload, +}; diff --git a/ui/src/queries/mutations/useFeatureViewMutations.ts b/ui/src/queries/mutations/useFeatureViewMutations.ts new file mode 100644 index 00000000000..6ca31208093 --- /dev/null +++ b/ui/src/queries/mutations/useFeatureViewMutations.ts @@ -0,0 +1,101 @@ +import { useMutation, useQueryClient } from "react-query"; + +interface FeaturePayload { + name: string; + value_type: number; + description?: string; +} + +interface ApplyFeatureViewPayload { + name: string; + project: string; + entities?: string[]; + features?: FeaturePayload[]; + batch_source?: string; + ttl_seconds?: number; + online?: boolean; + description?: string; + tags?: Record; + owner?: string; +} + +interface DeleteFeatureViewPayload { + name: string; + project: string; +} + +interface MutationResult { + name: string; + project: string; + status: string; +} + +const API_BASE = "/api/v1"; + +const applyFeatureView = async ( + payload: ApplyFeatureViewPayload, +): Promise => { + const response = await fetch(`${API_BASE}/feature_views`, { + method: "POST", + headers: { "Content-Type": "application/json" }, + body: JSON.stringify(payload), + }); + + if (!response.ok) { + const error = await response + .json() + .catch(() => ({ detail: response.statusText })); + throw new Error( + error.detail || `Failed to apply feature view: ${response.status}`, + ); + } + + return response.json(); +}; + +const deleteFeatureView = async ( + payload: DeleteFeatureViewPayload, +): Promise => { + const response = await fetch( + `${API_BASE}/feature_views/${encodeURIComponent(payload.name)}?project=${encodeURIComponent(payload.project)}`, + { method: "DELETE" }, + ); + + if (!response.ok) { + const error = await response + .json() + .catch(() => ({ detail: response.statusText })); + throw new Error( + error.detail || `Failed to delete feature view: ${response.status}`, + ); + } + + return response.json(); +}; + +const useApplyFeatureView = () => { + const queryClient = useQueryClient(); + + return useMutation(applyFeatureView, { + onSuccess: () => { + queryClient.invalidateQueries(["rest"]); + queryClient.invalidateQueries(["feature-views-rest"]); + queryClient.invalidateQueries(["feature-view-rest"]); + }, + }); +}; + +const useDeleteFeatureView = () => { + const queryClient = useQueryClient(); + + return useMutation(deleteFeatureView, { + onSuccess: () => { + queryClient.invalidateQueries(["rest"]); + queryClient.invalidateQueries(["feature-views-rest"]); + queryClient.invalidateQueries(["feature-view-rest"]); + }, + }); +}; + +export { useApplyFeatureView, useDeleteFeatureView }; +export type { ApplyFeatureViewPayload, DeleteFeatureViewPayload }; diff --git a/ui/src/queries/mutations/usePermissionMutations.ts b/ui/src/queries/mutations/usePermissionMutations.ts new file mode 100644 index 00000000000..aa3961c8ff9 --- /dev/null +++ b/ui/src/queries/mutations/usePermissionMutations.ts @@ -0,0 +1,74 @@ +import { useMutation, useQueryClient } from "react-query"; +import { restPost, restDelete } from "../restApiClient"; + +interface PolicyPayload { + role_based_policy?: { roles: string[] }; + group_based_policy?: { groups: string[] }; + namespace_based_policy?: { namespaces: string[] }; + combined_group_namespace_policy?: { + groups: string[]; + namespaces: string[]; + }; +} + +interface ApplyPermissionPayload { + name: string; + project: string; + types: string[]; + name_patterns: string[]; + actions: string[]; + policy: PolicyPayload; + tags?: Record; + required_tags?: Record; +} + +interface DeletePermissionPayload { + name: string; + project: string; +} + +interface MutationResult { + name: string; + project: string; + status: string; +} + +const API_BASE = "/api/v1"; + +const useApplyPermission = () => { + const queryClient = useQueryClient(); + + return useMutation( + (payload: ApplyPermissionPayload) => + restPost(API_BASE, "/permissions", payload), + { + onSuccess: () => { + queryClient.invalidateQueries(["rest"]); + queryClient.invalidateQueries(["permissions-rest"]); + queryClient.invalidateQueries(["registry-rest-bulk"]); + }, + }, + ); +}; + +const useDeletePermission = () => { + const queryClient = useQueryClient(); + + return useMutation( + (payload: DeletePermissionPayload) => + restDelete( + API_BASE, + `/permissions/${encodeURIComponent(payload.name)}?project=${encodeURIComponent(payload.project)}`, + ), + { + onSuccess: () => { + queryClient.invalidateQueries(["rest"]); + queryClient.invalidateQueries(["permissions-rest"]); + queryClient.invalidateQueries(["registry-rest-bulk"]); + }, + }, + ); +}; + +export { useApplyPermission, useDeletePermission }; +export type { ApplyPermissionPayload, DeletePermissionPayload, PolicyPayload }; diff --git a/ui/src/queries/restApi.ts b/ui/src/queries/restApi.ts new file mode 100644 index 00000000000..f3734962a00 --- /dev/null +++ b/ui/src/queries/restApi.ts @@ -0,0 +1,19 @@ +const API_BASE = "/api/v1"; + +export async function fetchApi( + path: string, + params?: Record, +): Promise { + const url = new URL(`${API_BASE}${path}`, window.location.origin); + if (params) { + Object.entries(params).forEach(([k, v]) => url.searchParams.set(k, v)); + } + const res = await fetch(url.toString(), { + headers: { "Content-Type": "application/json" }, + }); + if (!res.ok) { + const body = await res.json().catch(() => ({ detail: res.statusText })); + throw new Error(body.detail || `API error: ${res.status}`); + } + return res.json(); +} diff --git a/ui/src/queries/restApiClient.ts b/ui/src/queries/restApiClient.ts new file mode 100644 index 00000000000..c253020eed9 --- /dev/null +++ b/ui/src/queries/restApiClient.ts @@ -0,0 +1,93 @@ +import type { FetchOptions } from "../contexts/DataModeContext"; + +class RestApiError extends Error { + status: number; + constructor(message: string, status: number) { + super(message); + this.name = "RestApiError"; + this.status = status; + } +} + +const restFetch = async ( + baseUrl: string, + path: string, + fetchOptions?: FetchOptions, +): Promise => { + const url = `${baseUrl}${path}`; + const headers: Record = { + Accept: "application/json", + ...fetchOptions?.headers, + }; + + const res = await fetch(url, { + method: "GET", + headers, + credentials: fetchOptions?.credentials, + }); + + if (!res.ok) { + throw new RestApiError( + `REST API error: ${res.status} ${res.statusText}`, + res.status, + ); + } + + return res.json(); +}; + +const restPost = async ( + baseUrl: string, + path: string, + body: unknown, + fetchOptions?: FetchOptions, +): Promise => { + const url = `${baseUrl}${path}`; + const headers: Record = { + Accept: "application/json", + "Content-Type": "application/json", + ...fetchOptions?.headers, + }; + + const res = await fetch(url, { + method: "POST", + headers, + credentials: fetchOptions?.credentials, + body: JSON.stringify(body), + }); + + if (!res.ok) { + const text = await res.text().catch(() => res.statusText); + throw new RestApiError(`REST API error: ${res.status} ${text}`, res.status); + } + + return res.json(); +}; + +const restDelete = async ( + baseUrl: string, + path: string, + fetchOptions?: FetchOptions, +): Promise => { + const url = `${baseUrl}${path}`; + const headers: Record = { + Accept: "application/json", + ...fetchOptions?.headers, + }; + + const res = await fetch(url, { + method: "DELETE", + headers, + credentials: fetchOptions?.credentials, + }); + + if (!res.ok) { + const text = await res.text().catch(() => res.statusText); + throw new RestApiError(`REST API error: ${res.status} ${text}`, res.status); + } + + return res.json(); +}; + +export default restFetch; +export { RestApiError, restPost, restDelete }; diff --git a/ui/src/queries/useLoadComputeEngine.ts b/ui/src/queries/useLoadComputeEngine.ts new file mode 100644 index 00000000000..dc9dfae73bd --- /dev/null +++ b/ui/src/queries/useLoadComputeEngine.ts @@ -0,0 +1,121 @@ +import { useContext } from "react"; +import { useQuery } from "react-query"; +import RegistryPathContext from "../contexts/RegistryPathContext"; +import { useDataMode } from "../contexts/DataModeContext"; +import restFetch, { RestApiError } from "./restApiClient"; + +export interface ComputeEngineConfig { + type: string; + [key: string]: any; +} + +export interface ComputeEngineInfo { + engineType: string; + engineClass: string; + config: ComputeEngineConfig; + featureViewCount: number; +} + +export interface FeatureViewEngineInfo { + name: string; + type: string; + online: boolean; + lastMaterialized?: string; + hasOverride: boolean; + overrides?: Record; + materializationIntervals: Array<{ + startTime?: string; + endTime?: string; + start_time?: string; + end_time?: string; + }>; +} + +const ENGINE_TYPE_TO_CLASS: Record = { + local: "LocalComputeEngine", + "spark.engine": "SparkComputeEngine", + "ray.engine": "RayComputeEngine", + "flink.engine": "FlinkComputeEngine", + "snowflake.engine": "SnowflakeComputeEngine", + lambda: "LambdaComputeEngine", + k8s: "KubernetesComputeEngine", +}; + +function extractFeatureViewInfos(featureViews: any[]): FeatureViewEngineInfo[] { + return featureViews.map((fv: any) => ({ + name: fv.name, + type: fv.type || "Batch", + online: fv.online ?? true, + lastMaterialized: fv.lastMaterialized, + hasOverride: fv.hasOverride ?? false, + overrides: fv.overrides, + materializationIntervals: fv.materializationIntervals || [], + })); +} + +export function useLoadComputeEngine(projectName?: string) { + const registryUrl = useContext(RegistryPathContext); + const { fetchOptions } = useDataMode(); + + const enginePath = + projectName && projectName !== "all" + ? `/compute_engines?project=${encodeURIComponent(projectName)}` + : "/compute_engines/all?limit=100"; + + const engineQuery = useQuery( + ["rest", "compute-engine", registryUrl, projectName || "all"], + () => restFetch(registryUrl, enginePath, fetchOptions), + { + enabled: !!registryUrl, + staleTime: 30_000, + retry: (failureCount, error) => { + if (error instanceof RestApiError && error.status === 403) return false; + return failureCount < 3; + }, + }, + ); + + const isPermissionDenied = + engineQuery.isError && + engineQuery.error instanceof RestApiError && + engineQuery.error.status === 403; + + let engineInfo: ComputeEngineInfo | null = null; + let featureViewInfos: FeatureViewEngineInfo[] = []; + + if (engineQuery.isSuccess && engineQuery.data) { + const engine = engineQuery.data.engine || engineQuery.data.engines?.[0]; + if (engine) { + engineInfo = { + engineType: engine.engineType || "local", + engineClass: + engine.engineClass || + ENGINE_TYPE_TO_CLASS[engine.engineType] || + "LocalComputeEngine", + config: engine.config || { type: engine.engineType || "local" }, + featureViewCount: engine.featureViewCount || 0, + }; + } + + const rawFvs = engineQuery.data.featureViews || []; + featureViewInfos = extractFeatureViewInfos(rawFvs); + } + + if (!engineInfo) { + engineInfo = { + engineType: "local", + engineClass: "LocalComputeEngine", + config: { type: "local" }, + featureViewCount: featureViewInfos.length, + }; + } + + return { + isLoading: engineQuery.isLoading, + isSuccess: engineQuery.isSuccess, + isError: engineQuery.isError, + isPermissionDenied, + engineInfo, + featureViewInfos, + }; +} diff --git a/ui/src/queries/useLoadDataSourcesREST.ts b/ui/src/queries/useLoadDataSourcesREST.ts new file mode 100644 index 00000000000..5d3890cc503 --- /dev/null +++ b/ui/src/queries/useLoadDataSourcesREST.ts @@ -0,0 +1,41 @@ +import { useQuery } from "react-query"; +import { fetchApi } from "./restApi"; + +interface DataSourceListResponse { + dataSources: any[]; + pagination: Record; + relationships?: Record; +} + +const useLoadDataSourcesREST = (project: string) => { + return useQuery( + ["data-sources-rest", project], + () => + fetchApi("/data_sources", { + project, + allow_cache: "false", + }), + { + enabled: !!project, + staleTime: 30000, + }, + ); +}; + +const useLoadDataSourceREST = (name: string, project: string) => { + return useQuery( + ["data-source-rest", name, project], + () => + fetchApi(`/data_sources/${encodeURIComponent(name)}`, { + project, + include_relationships: "true", + allow_cache: "false", + }), + { + enabled: !!name && !!project, + staleTime: 30000, + }, + ); +}; + +export { useLoadDataSourcesREST, useLoadDataSourceREST }; diff --git a/ui/src/queries/useLoadEntitiesREST.ts b/ui/src/queries/useLoadEntitiesREST.ts new file mode 100644 index 00000000000..7127de656ee --- /dev/null +++ b/ui/src/queries/useLoadEntitiesREST.ts @@ -0,0 +1,41 @@ +import { useQuery } from "react-query"; +import { fetchApi } from "./restApi"; + +interface EntityListResponse { + entities: any[]; + pagination: Record; + relationships?: Record; +} + +const useLoadEntitiesREST = (project: string) => { + return useQuery( + ["entities-rest", project], + () => + fetchApi("/entities", { + project, + allow_cache: "false", + }), + { + enabled: !!project, + staleTime: 30000, + }, + ); +}; + +const useLoadEntityREST = (name: string, project: string) => { + return useQuery( + ["entity-rest", name, project], + () => + fetchApi(`/entities/${encodeURIComponent(name)}`, { + project, + include_relationships: "true", + allow_cache: "false", + }), + { + enabled: !!name && !!project, + staleTime: 30000, + }, + ); +}; + +export { useLoadEntitiesREST, useLoadEntityREST }; diff --git a/ui/src/queries/useLoadFeatureModels.ts b/ui/src/queries/useLoadFeatureModels.ts new file mode 100644 index 00000000000..dc6f97843d0 --- /dev/null +++ b/ui/src/queries/useLoadFeatureModels.ts @@ -0,0 +1,37 @@ +import { useQuery } from "react-query"; + +export interface FeatureModelInfo { + model_name: string; + version: string; + stage: string; + mlflow_url: string; +} + +interface FeatureModelsResponse { + feature_models: Record; + error?: string; +} + +const useLoadFeatureModels = () => { + return useQuery( + "feature-models", + () => { + return fetch("/api/mlflow-feature-models") + .then((res) => { + if (!res.ok) { + return { feature_models: {} }; + } + return res.json(); + }) + .catch(() => { + return { feature_models: {} }; + }); + }, + { + staleTime: 60000, + retry: false, + }, + ); +}; + +export default useLoadFeatureModels; diff --git a/ui/src/queries/useLoadFeatureUsage.ts b/ui/src/queries/useLoadFeatureUsage.ts new file mode 100644 index 00000000000..c797abe88ce --- /dev/null +++ b/ui/src/queries/useLoadFeatureUsage.ts @@ -0,0 +1,35 @@ +import { useQuery } from "react-query"; + +interface FeatureUsageEntry { + run_count: number; + last_used: number | null; + models: string[]; +} + +interface FeatureUsageResponse { + feature_usage: Record; + mlflow_enabled?: boolean; + error?: string; +} + +const fetchFeatureUsage = async (): Promise => { + const response = await fetch("/api/mlflow-feature-usage"); + if (!response.ok) { + throw new Error(`Failed to fetch feature usage: ${response.statusText}`); + } + return response.json(); +}; + +const useLoadFeatureUsage = () => { + return useQuery( + "mlflowFeatureUsage", + fetchFeatureUsage, + { + staleTime: 5 * 60 * 1000, + refetchOnWindowFocus: false, + }, + ); +}; + +export default useLoadFeatureUsage; +export type { FeatureUsageEntry, FeatureUsageResponse }; diff --git a/ui/src/queries/useLoadFeatureViewsREST.ts b/ui/src/queries/useLoadFeatureViewsREST.ts new file mode 100644 index 00000000000..0b67b960e11 --- /dev/null +++ b/ui/src/queries/useLoadFeatureViewsREST.ts @@ -0,0 +1,41 @@ +import { useQuery } from "react-query"; +import { fetchApi } from "./restApi"; + +interface FeatureViewListResponse { + featureViews: any[]; + pagination: Record; + relationships?: Record; +} + +const useLoadFeatureViewsREST = (project: string) => { + return useQuery( + ["feature-views-rest", project], + () => + fetchApi("/feature_views", { + project, + allow_cache: "false", + }), + { + enabled: !!project, + staleTime: 30000, + }, + ); +}; + +const useLoadFeatureViewREST = (name: string, project: string) => { + return useQuery( + ["feature-view-rest", name, project], + () => + fetchApi(`/feature_views/${encodeURIComponent(name)}`, { + project, + include_relationships: "true", + allow_cache: "false", + }), + { + enabled: !!name && !!project, + staleTime: 30000, + }, + ); +}; + +export { useLoadFeatureViewsREST, useLoadFeatureViewREST }; diff --git a/ui/src/queries/useLoadMlflowRuns.ts b/ui/src/queries/useLoadMlflowRuns.ts new file mode 100644 index 00000000000..041fd41137d --- /dev/null +++ b/ui/src/queries/useLoadMlflowRuns.ts @@ -0,0 +1,52 @@ +import { useQuery } from "react-query"; + +export interface RegisteredModelInfo { + model_name: string; + version: string; + stage: string; + mlflow_url: string; +} + +export interface MlflowRunData { + run_id: string; + run_name: string; + status: string; + start_time: number; + feature_service: string | null; + feature_views: string[]; + feature_refs: string[]; + retrieval_type: string | null; + entity_count: string | null; + mlflow_url: string; + registered_models: RegisteredModelInfo[]; +} + +interface MlflowRunsResponse { + runs: MlflowRunData[]; + mlflow_uri: string | null; + error?: string; +} + +const useLoadMlflowRuns = () => { + return useQuery( + "mlflow-runs", + () => { + return fetch("/api/mlflow-runs") + .then((res) => { + if (!res.ok) { + return { runs: [], mlflow_uri: null }; + } + return res.json(); + }) + .catch(() => { + return { runs: [], mlflow_uri: null }; + }); + }, + { + staleTime: 30000, + retry: false, + }, + ); +}; + +export default useLoadMlflowRuns; diff --git a/ui/src/queries/useLoadOpenLineageGraph.ts b/ui/src/queries/useLoadOpenLineageGraph.ts new file mode 100644 index 00000000000..25bd4e12389 --- /dev/null +++ b/ui/src/queries/useLoadOpenLineageGraph.ts @@ -0,0 +1,132 @@ +import { useContext } from "react"; +import { useQuery } from "react-query"; +import RegistryPathContext from "../contexts/RegistryPathContext"; +import { useDataMode } from "../contexts/DataModeContext"; +import restFetch from "./restApiClient"; + +export interface OpenLineageNode { + type: string; + namespace: string; + name: string; + producer?: string; + feast_object_type?: string; + feast_object_name?: string; + feast_project?: string; + schema?: any; + description?: string; + job_type?: string; + source_type?: string; + facets?: Record; +} + +export interface OpenLineageEdge { + source_type: string; + source_namespace: string; + source_name: string; + target_type: string; + target_namespace: string; + target_name: string; + edge_type?: string; + updated_at?: number; +} + +export interface OpenLineageSymlink { + dataset_namespace: string; + dataset_name: string; + linked_namespace: string; + linked_name: string; + link_type: string; +} + +export interface OpenLineageGraphData { + nodes: OpenLineageNode[]; + edges: OpenLineageEdge[]; + symlinks?: OpenLineageSymlink[]; +} + +export interface OpenLineageEvent { + event_id: string; + event_type: string; + event_time: number; + producer?: string; + job_namespace: string; + job_name: string; + run_id?: string; + event_json: string; + created_at: number; +} + +export interface RegistryRelationship { + source: { type: string; name: string }; + target: { type: string; name: string }; + type: string; + project?: string; +} + +export interface RegistryLineageData { + relationships: RegistryRelationship[]; + indirect_relationships: RegistryRelationship[]; +} + +const useLoadOpenLineageGraph = () => { + const registryUrl = useContext(RegistryPathContext); + const { fetchOptions } = useDataMode(); + + return useQuery( + ["openlineage-graph"], + () => + restFetch( + registryUrl, + "/lineage/openlineage/graph", + fetchOptions, + ), + { enabled: !!registryUrl }, + ); +}; + +const useLoadOpenLineageEvents = ( + namespace?: string, + jobName?: string, + limit: number = 100, +) => { + const registryUrl = useContext(RegistryPathContext); + const { fetchOptions } = useDataMode(); + + const params = new URLSearchParams(); + if (namespace) params.set("namespace", namespace); + if (jobName) params.set("job_name", jobName); + params.set("limit", limit.toString()); + + return useQuery<{ events: OpenLineageEvent[]; total: number }>( + ["openlineage-events", namespace, jobName, limit], + () => + restFetch( + registryUrl, + `/lineage/openlineage/events?${params.toString()}`, + fetchOptions, + ), + { enabled: !!registryUrl }, + ); +}; + +const useLoadRegistryLineage = (project?: string) => { + const registryUrl = useContext(RegistryPathContext); + const { fetchOptions } = useDataMode(); + + return useQuery( + ["registry-lineage", project], + () => + restFetch( + registryUrl, + `/lineage/registry?project=${project}`, + fetchOptions, + ), + { enabled: !!registryUrl && !!project }, + ); +}; + +export { + useLoadOpenLineageGraph, + useLoadOpenLineageEvents, + useLoadRegistryLineage, +}; diff --git a/ui/src/queries/useLoadRegistry.ts b/ui/src/queries/useLoadRegistry.ts index e3f5ac87a1d..9e7cf2db2d5 100644 --- a/ui/src/queries/useLoadRegistry.ts +++ b/ui/src/queries/useLoadRegistry.ts @@ -4,18 +4,20 @@ import parseEntityRelationships, { EntityRelation, } from "../parsers/parseEntityRelationships"; import parseIndirectRelationships from "../parsers/parseIndirectRelationships"; -import { feast } from "../protos"; +import { useDataMode } from "../contexts/DataModeContext"; +import restFetch from "./restApiClient"; +import type { FetchOptions } from "../contexts/DataModeContext"; interface FeatureStoreAllData { project: string; description?: string; - objects: feast.core.Registry; + objects: any; relationships: EntityRelation[]; mergedFVMap: Record; mergedFVList: genericFVType[]; indirectRelationships: EntityRelation[]; allFeatures: Feature[]; - permissions?: any[]; // Add permissions field + permissions?: any[]; } interface Feature { @@ -25,251 +27,224 @@ interface Feature { project?: string; } -const useLoadRegistry = (url: string, projectName?: string) => { - return useQuery( - `registry:${url}:${projectName || "all"}`, - () => { - return fetch(url, { - headers: { - "Content-Type": "application/json", - }, - }) - .then((res) => { - const contentType = res.headers.get("content-type"); - if (contentType && contentType.includes("application/json")) { - return res.json(); - } else { - return res.arrayBuffer(); - } - }) - .then((data) => { - let objects; - - if (data instanceof ArrayBuffer) { - objects = feast.core.Registry.decode(new Uint8Array(data)); - } else { - objects = data; - } - // const objects = FeastRegistrySchema.parse(json); - - if (!objects.featureViews) { - objects.featureViews = []; - } - - // Filter objects by project if projectName is provided - // Skip filtering if projectName is "all" (All Projects view) - // Only filter if we detect that the registry contains multiple projects - if (projectName && projectName !== "all") { - // Check if the registry actually has multiple projects - const projectsInRegistry = new Set(); - objects.featureViews?.forEach((fv: any) => { - if (fv?.spec?.project) projectsInRegistry.add(fv.spec.project); - }); - objects.entities?.forEach((entity: any) => { - if (entity?.spec?.project) - projectsInRegistry.add(entity.spec.project); - }); - - // Only apply filtering if there are actually multiple projects in the registry - // OR if the projectName matches one of the projects in the registry - const shouldFilter = - projectsInRegistry.size > 1 || - projectsInRegistry.has(projectName); - - if (shouldFilter && projectsInRegistry.has(projectName)) { - if (objects.featureViews) { - objects.featureViews = objects.featureViews.filter( - (fv: any) => fv?.spec?.project === projectName, - ); - } - if (objects.entities) { - objects.entities = objects.entities.filter( - (entity: any) => entity?.spec?.project === projectName, - ); - } - if (objects.dataSources) { - objects.dataSources = objects.dataSources.filter( - (ds: any) => ds?.project === projectName, - ); - } - if (objects.featureServices) { - objects.featureServices = objects.featureServices.filter( - (fs: any) => fs?.spec?.project === projectName, - ); - } - if (objects.onDemandFeatureViews) { - objects.onDemandFeatureViews = - objects.onDemandFeatureViews.filter( - (odfv: any) => odfv?.spec?.project === projectName, - ); - } - if (objects.streamFeatureViews) { - objects.streamFeatureViews = objects.streamFeatureViews.filter( - (sfv: any) => sfv?.spec?.project === projectName, - ); - } - if (objects.savedDatasets) { - objects.savedDatasets = objects.savedDatasets.filter( - (sd: any) => sd?.spec?.project === projectName, - ); - } - if (objects.validationReferences) { - objects.validationReferences = - objects.validationReferences.filter( - (vr: any) => vr?.project === projectName, - ); - } - if (objects.permissions) { - objects.permissions = objects.permissions.filter( - (perm: any) => - perm?.spec?.project === projectName || !perm?.spec?.project, - ); - } - } - } - - if ( - process.env.NODE_ENV === "test" && - objects.featureViews.length === 0 - ) { - try { - const fs = require("fs"); - const path = require("path"); - const { feast } = require("../protos"); - - const registry = fs.readFileSync( - path.resolve(__dirname, "../../public/registry.db"), - ); - const parsedRegistry = feast.core.Registry.decode(registry); - - if ( - parsedRegistry.featureViews && - parsedRegistry.featureViews.length > 0 - ) { - objects.featureViews = parsedRegistry.featureViews; - } - } catch (e) { - console.error("Error loading test registry:", e); - } - } - - const { mergedFVMap, mergedFVList } = mergedFVTypes(objects); - - const relationships = parseEntityRelationships(objects); +// --------------------------------------------------------------------------- +// Shared post-processing (used by the bulk REST fetch) +// --------------------------------------------------------------------------- + +const assembleFeatureStoreData = ( + objects: any, + projectName?: string, +): FeatureStoreAllData => { + const { mergedFVMap, mergedFVList } = mergedFVTypes(objects); + const relationships = parseEntityRelationships(objects); + const indirectRelationships = parseIndirectRelationships( + relationships, + objects, + ); - // Only contains Entity -> FS or DS -> FS relationships - const indirectRelationships = parseIndirectRelationships( - relationships, - objects, - ); + const allFeatures: Feature[] = + objects.featureViews?.flatMap( + (fv: any) => + fv?.spec?.features?.map((feature: any) => ({ + name: feature.name ?? "Unknown", + featureView: fv?.spec?.name || "Unknown FeatureView", + type: + feature.valueType != null + ? typeof feature.valueType === "number" + ? String(feature.valueType) + : feature.valueType + : "Unknown Type", + project: fv?.spec?.project || fv?.project, + })) || [], + ) || []; + + let resolvedProjectName: string = + projectName === "all" + ? "All Projects" + : projectName || + (objects.projects && + objects.projects.length > 0 && + objects.projects[0].spec && + objects.projects[0].spec.name + ? objects.projects[0].spec.name + : objects.project + ? objects.project + : "default"); + + let projectDescription: string | undefined; + if (projectName === "all") { + projectDescription = "View data across all projects"; + } else if (objects.projects && objects.projects.length > 0) { + const currentProject = objects.projects.find( + (p: any) => p?.spec?.name === resolvedProjectName, + ); + if (currentProject?.spec) { + projectDescription = currentProject.spec.description; + } + } + + return { + project: resolvedProjectName, + description: projectDescription, + objects, + mergedFVMap, + mergedFVList, + relationships, + indirectRelationships, + allFeatures, + permissions: objects.permissions || [], + }; +}; - // console.log({ - // objects, - // mergedFVMap, - // mergedFVList, - // relationships, - // indirectRelationships, - // }); - const allFeatures: Feature[] = - objects.featureViews?.flatMap( - (fv: any) => - fv?.spec?.features?.map((feature: any) => ({ - name: feature.name ?? "Unknown", - featureView: fv?.spec?.name || "Unknown FeatureView", - type: - feature.valueType != null - ? feast.types.ValueType.Enum[feature.valueType] - : "Unknown Type", - project: fv?.spec?.project, // Include project from parent feature view - })) || [], - ) || []; +// --------------------------------------------------------------------------- +// REST fetch strategy +// --------------------------------------------------------------------------- + +const permissionSafeFetch = async ( + apiBaseUrl: string, + path: string, + fallback: T, + fetchOptions?: FetchOptions, +): Promise => { + try { + return await restFetch(apiBaseUrl, path, fetchOptions); + } catch (err: any) { + if (err?.status === 403 || err?.status === 401) { + return fallback; + } + throw err; + } +}; - // Use the provided projectName parameter if available, otherwise try to determine from registry - let resolvedProjectName: string = - projectName === "all" - ? "All Projects" - : projectName || - (process.env.NODE_ENV === "test" - ? "credit_scoring_aws" - : objects.projects && - objects.projects.length > 0 && - objects.projects[0].spec && - objects.projects[0].spec.name - ? objects.projects[0].spec.name - : objects.project - ? objects.project - : "credit_scoring_aws"); +const fetchREST = async ( + apiBaseUrl: string, + projectName?: string, + fetchOptions?: FetchOptions, +): Promise => { + const projectParam = + projectName && projectName !== "all" + ? `?project=${encodeURIComponent(projectName)}` + : ""; + const useAllEndpoint = !projectParam; + + const emptyList = (key: string) => ({ [key]: [] }); + + const [ + entitiesResp, + featureViewsResp, + labelViewsResp, + featureServicesResp, + dataSourcesResp, + savedDatasetsResp, + projectsResp, + ] = await Promise.all([ + permissionSafeFetch( + apiBaseUrl, + useAllEndpoint + ? "/entities/all?include_relationships=true" + : `/entities${projectParam}&include_relationships=true`, + emptyList("entities"), + fetchOptions, + ), + permissionSafeFetch( + apiBaseUrl, + useAllEndpoint + ? "/feature_views/all?include_relationships=true" + : `/feature_views${projectParam}&include_relationships=true`, + emptyList("featureViews"), + fetchOptions, + ), + permissionSafeFetch( + apiBaseUrl, + useAllEndpoint + ? "/label_views/all?include_relationships=true" + : `/label_views${projectParam}&include_relationships=true`, + emptyList("featureViews"), + fetchOptions, + ), + permissionSafeFetch( + apiBaseUrl, + useAllEndpoint + ? "/feature_services/all?include_relationships=true" + : `/feature_services${projectParam}&include_relationships=true`, + emptyList("featureServices"), + fetchOptions, + ), + permissionSafeFetch( + apiBaseUrl, + useAllEndpoint + ? "/data_sources/all?include_relationships=true" + : `/data_sources${projectParam}&include_relationships=true`, + emptyList("dataSources"), + fetchOptions, + ), + permissionSafeFetch( + apiBaseUrl, + useAllEndpoint + ? "/saved_datasets/all?include_relationships=true" + : `/saved_datasets${projectParam}&include_relationships=true`, + emptyList("savedDatasets"), + fetchOptions, + ), + permissionSafeFetch( + apiBaseUrl, + "/projects", + emptyList("projects"), + fetchOptions, + ), + ]); + + const entities = entitiesResp.entities || []; + const allFeatureViews = featureViewsResp.featureViews || []; + const labelViews: any[] = labelViewsResp.featureViews || []; + const featureServices = featureServicesResp.featureServices || []; + const dataSources = dataSourcesResp.dataSources || []; + const savedDatasets = savedDatasetsResp.savedDatasets || []; + const projects = projectsResp.projects || []; + + const featureViews: any[] = []; + const onDemandFeatureViews: any[] = []; + const streamFeatureViews: any[] = []; + + for (const fv of allFeatureViews) { + const fvType = fv.type; + if (fvType === "onDemandFeatureView") { + onDemandFeatureViews.push(fv); + } else if (fvType === "streamFeatureView") { + streamFeatureViews.push(fv); + } else { + featureViews.push(fv); + } + } + + const objects: any = { + entities, + featureViews, + onDemandFeatureViews, + streamFeatureViews, + labelViews, + featureServices, + dataSources, + savedDatasets, + projects, + }; + + return assembleFeatureStoreData(objects, projectName); +}; - let projectDescription = undefined; +// --------------------------------------------------------------------------- +// Public hook +// --------------------------------------------------------------------------- - // Find project description from the projects array - if (projectName === "all") { - projectDescription = "View data across all projects"; - } else if (objects.projects && objects.projects.length > 0) { - const currentProject = objects.projects.find( - (p: any) => p?.spec?.name === resolvedProjectName, - ); - if (currentProject?.spec) { - projectDescription = currentProject.spec.description; - } - } +const useLoadRegistry = (url: string, projectName?: string) => { + const { fetchOptions } = useDataMode(); - return { - project: resolvedProjectName, - description: projectDescription, - objects, - mergedFVMap, - mergedFVList, - relationships, - indirectRelationships, - allFeatures, - permissions: - objects.permissions && objects.permissions.length > 0 - ? objects.permissions - : [ - { - spec: { - name: "zipcode-features-reader", - types: [2], // FeatureView - name_patterns: ["zipcode_features"], - policy: { roles: ["analyst", "data_scientist"] }, - actions: [1, 4, 5], // DESCRIBE, READ_ONLINE, READ_OFFLINE - }, - }, - { - spec: { - name: "zipcode-source-writer", - types: [7], // FileSource - name_patterns: ["zipcode"], - policy: { roles: ["admin", "data_engineer"] }, - actions: [0, 2, 7], // CREATE, UPDATE, WRITE_OFFLINE - }, - }, - { - spec: { - name: "credit-score-v1-reader", - types: [6], // FeatureService - name_patterns: ["credit_score_v1"], - policy: { roles: ["model_user", "data_scientist"] }, - actions: [1, 4], // DESCRIBE, READ_ONLINE - }, - }, - { - spec: { - name: "risky-features-reader", - types: [2, 6], // FeatureView, FeatureService - name_patterns: [], - required_tags: { stage: "prod" }, - policy: { roles: ["trusted_analyst"] }, - actions: [5], // READ_OFFLINE - }, - }, - ], - }; - }); - }, + return useQuery( + ["registry-rest-bulk", url, projectName || "all"], + () => fetchREST(url, projectName, fetchOptions), { - staleTime: Infinity, // Given that we are reading from a registry dump, this seems reasonable for now. + staleTime: 30_000, + enabled: !!url, }, ); }; diff --git a/ui/src/queries/useLoadRunHistory.ts b/ui/src/queries/useLoadRunHistory.ts new file mode 100644 index 00000000000..eddc82a1be9 --- /dev/null +++ b/ui/src/queries/useLoadRunHistory.ts @@ -0,0 +1,66 @@ +import { useContext } from "react"; +import { useQuery } from "react-query"; +import RegistryPathContext from "../contexts/RegistryPathContext"; +import { useDataMode } from "../contexts/DataModeContext"; +import restFetch from "./restApiClient"; + +export interface RunSummary { + run_id: string; + job_namespace: string; + job_name: string; + state: string; + started_at: number | null; + ended_at: number | null; + updated_at: number; +} + +export interface RunIOEntry { + namespace: string; + name: string; + facets?: Record | null; +} + +export interface RunDetail extends RunSummary { + inputs: RunIOEntry[]; + outputs: RunIOEntry[]; + facets?: Record | null; +} + +const useRunHistory = (jobNamespace?: string, jobName?: string) => { + const registryUrl = useContext(RegistryPathContext); + const { fetchOptions } = useDataMode(); + + const params = new URLSearchParams(); + if (jobNamespace) params.set("job_namespace", jobNamespace); + if (jobName) params.set("job_name", jobName); + params.set("limit", "50"); + + return useQuery<{ runs: RunSummary[]; total: number }>( + ["openlineage-runs", jobNamespace, jobName], + () => + restFetch( + registryUrl, + `/lineage/openlineage/runs?${params.toString()}`, + fetchOptions, + ), + { enabled: !!registryUrl && !!jobNamespace && !!jobName }, + ); +}; + +const useRunDetail = (runId?: string) => { + const registryUrl = useContext(RegistryPathContext); + const { fetchOptions } = useDataMode(); + + return useQuery( + ["openlineage-run-detail", runId], + () => + restFetch( + registryUrl, + `/lineage/openlineage/runs/${runId}`, + fetchOptions, + ), + { enabled: !!registryUrl && !!runId }, + ); +}; + +export { useRunHistory, useRunDetail }; diff --git a/ui/src/queries/useMonitoringApi.ts b/ui/src/queries/useMonitoringApi.ts new file mode 100644 index 00000000000..73a9b16e3fd --- /dev/null +++ b/ui/src/queries/useMonitoringApi.ts @@ -0,0 +1,318 @@ +import { useContext } from "react"; +import { useQuery, useMutation, useQueryClient } from "react-query"; +import MonitoringContext from "../contexts/MonitoringContext"; +import { useDataMode } from "../contexts/DataModeContext"; +import type { FetchOptions } from "../contexts/DataModeContext"; + +interface FeatureMetric { + project_id: string; + feature_view_name: string; + feature_name: string; + metric_date: string; + granularity: string; + data_source_type: string; + computed_at: string; + is_baseline: boolean; + feature_type: string; + row_count: number; + null_count: number; + null_rate: number; + mean: number | null; + stddev: number | null; + min_val: number | null; + max_val: number | null; + p50: number | null; + p75: number | null; + p90: number | null; + p95: number | null; + p99: number | null; + histogram: NumericHistogram | CategoricalHistogram | null; +} + +interface NumericHistogram { + bins: number[]; + counts: number[]; + bin_width: number; +} + +interface CategoricalHistogram { + values: { value: string; count: number }[]; + other_count: number; + unique_count: number; +} + +interface FeatureViewMetric { + project_id: string; + feature_view_name: string; + metric_date: string; + granularity: string; + data_source_type: string; + computed_at: string; + is_baseline: boolean; + total_row_count: number; + total_features: number; + features_with_nulls: number; + avg_null_rate: number; + max_null_rate: number; +} + +interface FeatureServiceMetric { + project_id: string; + feature_service_name: string; + metric_date: string; + granularity: string; + data_source_type: string; + computed_at: string; + is_baseline: boolean; + total_feature_views: number; + total_features: number; + avg_null_rate: number; + max_null_rate: number; +} + +interface MonitoringFilters { + project: string; + feature_view_name?: string; + feature_name?: string; + feature_service_name?: string; + granularity?: string; + data_source_type?: string; + start_date?: string; + end_date?: string; + is_baseline?: boolean; +} + +const toQueryParams = ( + filters: MonitoringFilters, +): Record => { + return { + project: filters.project, + feature_view_name: filters.feature_view_name, + feature_name: filters.feature_name, + feature_service_name: filters.feature_service_name, + granularity: filters.granularity, + data_source_type: filters.data_source_type, + start_date: filters.start_date, + end_date: filters.end_date, + is_baseline: filters.is_baseline ? "true" : undefined, + }; +}; + +const buildQueryString = (params: Record) => { + const entries = Object.entries(params).filter( + ([, v]) => v !== undefined && v !== "", + ); + if (entries.length === 0) return ""; + return ( + "?" + entries.map(([k, v]) => `${k}=${encodeURIComponent(v!)}`).join("&") + ); +}; + +class MonitoringApiError extends Error { + status: number; + constructor(status: number, message: string) { + super(message); + this.status = status; + } +} + +const fetchMonitoring = async ( + baseUrl: string, + path: string, + params: Record, + fetchOptions?: FetchOptions, +): Promise => { + const qs = buildQueryString(params); + const res = await fetch(`${baseUrl}${path}${qs}`, { + method: "GET", + headers: { + Accept: "application/json", + ...fetchOptions?.headers, + }, + credentials: fetchOptions?.credentials, + }); + if (!res.ok) { + throw new MonitoringApiError( + res.status, + `Failed to fetch ${path}: ${res.status} ${res.statusText}`, + ); + } + const text = await res.text(); + const sanitized = text + .replace(/:\s*NaN/g, ": null") + .replace(/:\s*Infinity/g, ": null") + .replace(/:\s*-Infinity/g, ": null"); + return JSON.parse(sanitized); +}; + +const isServiceUnavailable = (error: unknown): boolean => + error instanceof MonitoringApiError && error.status === 503; + +const STALE_TIME = 30_000; + +const useFeatureMetrics = (filters: MonitoringFilters) => { + const { apiBaseUrl } = useContext(MonitoringContext); + const { fetchOptions } = useDataMode(); + const path = filters.is_baseline + ? "/monitoring/metrics/baseline" + : "/monitoring/metrics/features"; + return useQuery( + ["monitoring-features", filters], + () => + fetchMonitoring( + apiBaseUrl, + path, + toQueryParams(filters), + fetchOptions, + ), + { staleTime: STALE_TIME, retry: 1 }, + ); +}; + +const aggregateToFeatureViewMetrics = ( + features: FeatureMetric[], +): FeatureViewMetric[] => { + const grouped = new Map(); + for (const f of features) { + const key = f.feature_view_name; + if (!grouped.has(key)) grouped.set(key, []); + grouped.get(key)!.push(f); + } + return Array.from(grouped.entries()).map(([fvName, feats]) => { + const nullRates = feats.map((f) => f.null_rate ?? 0); + const maxRowCount = Math.max(...feats.map((f) => f.row_count ?? 0)); + return { + project_id: feats[0].project_id, + feature_view_name: fvName, + metric_date: feats[0].metric_date, + granularity: feats[0].granularity, + data_source_type: feats[0].data_source_type, + computed_at: feats[0].computed_at, + is_baseline: feats[0].is_baseline, + total_row_count: maxRowCount, + total_features: feats.length, + features_with_nulls: feats.filter((f) => (f.null_count ?? 0) > 0).length, + avg_null_rate: + nullRates.length > 0 + ? nullRates.reduce((a, b) => a + b, 0) / nullRates.length + : 0, + max_null_rate: nullRates.length > 0 ? Math.max(...nullRates) : 0, + }; + }); +}; + +const useFeatureViewMetrics = (filters: MonitoringFilters) => { + const { apiBaseUrl } = useContext(MonitoringContext); + const { fetchOptions } = useDataMode(); + const isBaseline = !!filters.is_baseline; + return useQuery( + ["monitoring-feature-views", filters], + async () => { + if (isBaseline) { + const features = await fetchMonitoring( + apiBaseUrl, + "/monitoring/metrics/baseline", + toQueryParams(filters), + fetchOptions, + ); + return aggregateToFeatureViewMetrics(features); + } + return fetchMonitoring( + apiBaseUrl, + "/monitoring/metrics/feature_views", + toQueryParams(filters), + fetchOptions, + ); + }, + { staleTime: STALE_TIME, retry: 1 }, + ); +}; + +const useFeatureServiceMetrics = (filters: MonitoringFilters) => { + const { apiBaseUrl } = useContext(MonitoringContext); + const { fetchOptions } = useDataMode(); + return useQuery( + ["monitoring-feature-services", filters], + () => + fetchMonitoring( + apiBaseUrl, + "/monitoring/metrics/feature_services", + toQueryParams(filters), + fetchOptions, + ), + { staleTime: STALE_TIME, retry: 1 }, + ); +}; + +const useBaselineMetrics = ( + project: string, + featureViewName?: string, + featureName?: string, + dataSourceType?: string, +) => { + const { apiBaseUrl } = useContext(MonitoringContext); + const { fetchOptions } = useDataMode(); + return useQuery( + ["monitoring-baseline", project, featureViewName, featureName], + () => + fetchMonitoring( + apiBaseUrl, + "/monitoring/metrics/baseline", + { + project, + feature_view_name: featureViewName, + feature_name: featureName, + data_source_type: dataSourceType, + }, + fetchOptions, + ), + { staleTime: STALE_TIME, retry: 1 }, + ); +}; + +const useComputeMetrics = () => { + const { apiBaseUrl } = useContext(MonitoringContext); + const { fetchOptions } = useDataMode(); + const queryClient = useQueryClient(); + return useMutation( + async (body: { project: string; feature_view_name?: string }) => { + const res = await fetch(`${apiBaseUrl}/monitoring/auto_compute`, { + method: "POST", + headers: { + "Content-Type": "application/json", + ...fetchOptions?.headers, + }, + credentials: fetchOptions?.credentials, + body: JSON.stringify(body), + }); + if (!res.ok) { + throw new Error(`Failed to trigger compute: ${res.status}`); + } + return res.json(); + }, + { + onSuccess: () => { + queryClient.invalidateQueries("monitoring-features"); + queryClient.invalidateQueries("monitoring-feature-views"); + queryClient.invalidateQueries("monitoring-feature-services"); + }, + }, + ); +}; + +export { + isServiceUnavailable, + useFeatureMetrics, + useFeatureViewMetrics, + useFeatureServiceMetrics, + useBaselineMetrics, + useComputeMetrics, +}; +export type { + FeatureMetric, + FeatureViewMetric, + FeatureServiceMetric, + NumericHistogram, + CategoricalHistogram, + MonitoringFilters, +}; diff --git a/ui/src/queries/useResourceQuery.ts b/ui/src/queries/useResourceQuery.ts new file mode 100644 index 00000000000..b099d04fc4d --- /dev/null +++ b/ui/src/queries/useResourceQuery.ts @@ -0,0 +1,242 @@ +import { useContext } from "react"; +import { useQuery } from "react-query"; +import RegistryPathContext from "../contexts/RegistryPathContext"; +import { useDataMode } from "../contexts/DataModeContext"; +import restFetch from "./restApiClient"; +import { RestApiError } from "./restApiClient"; +import { FEAST_FV_TYPES, genericFVType } from "../parsers/mergedFVTypes"; + +interface ResourceQueryOptions { + resourceType: string; + project?: string; + restPath: string; + restSelect?: (data: any) => T | undefined; + enabled?: boolean; +} + +/** + * Generic hook for fetching a specific resource slice via REST API. + * + * Each caller fires its own lightweight endpoint request, and react-query + * deduplicates identical keys automatically. + */ +function useResourceQuery({ + resourceType, + project, + restPath, + restSelect, + enabled = true, +}: ResourceQueryOptions) { + const registryUrl = useContext(RegistryPathContext); + const { fetchOptions } = useDataMode(); + + const query = useQuery( + ["rest", resourceType, registryUrl, project || "all"], + () => restFetch(registryUrl, restPath, fetchOptions), + { + enabled: !!registryUrl && enabled, + staleTime: 30_000, + select: restSelect, + retry: (failureCount, error) => { + if (error instanceof RestApiError && error.status === 403) return false; + return failureCount < 3; + }, + }, + ); + + const isPermissionDenied = + query.isError && + query.error instanceof RestApiError && + query.error.status === 403; + + return { ...query, isPermissionDenied }; +} + +// --------------------------------------------------------------------------- +// REST endpoint path builders +// --------------------------------------------------------------------------- + +function entityListPath(project?: string): string { + if (project && project !== "all") { + return `/entities?project=${encodeURIComponent(project)}&include_relationships=true`; + } + return "/entities/all?limit=100&include_relationships=true"; +} + +function entityDetailPath(name: string, project: string): string { + return `/entities/${encodeURIComponent(name)}?project=${encodeURIComponent(project)}&include_relationships=true`; +} + +function featureViewListPath(project?: string): string { + if (project && project !== "all") { + return `/feature_views?project=${encodeURIComponent(project)}&include_relationships=true`; + } + return "/feature_views/all?limit=100&include_relationships=true"; +} + +function featureViewDetailPath(name: string, project: string): string { + return `/feature_views/${encodeURIComponent(name)}?project=${encodeURIComponent(project)}&include_relationships=true`; +} + +function featureServiceListPath(project?: string): string { + if (project && project !== "all") { + return `/feature_services?project=${encodeURIComponent(project)}&include_relationships=true`; + } + return "/feature_services/all?limit=100&include_relationships=true"; +} + +function featureServiceDetailPath(name: string, project: string): string { + return `/feature_services/${encodeURIComponent(name)}?project=${encodeURIComponent(project)}&include_relationships=true`; +} + +function dataSourceListPath(project?: string): string { + if (project && project !== "all") { + return `/data_sources?project=${encodeURIComponent(project)}&include_relationships=true`; + } + return "/data_sources/all?limit=100&include_relationships=true"; +} + +function dataSourceDetailPath(name: string, project: string): string { + return `/data_sources/${encodeURIComponent(name)}?project=${encodeURIComponent(project)}&include_relationships=true`; +} + +function savedDatasetListPath(project?: string): string { + if (project && project !== "all") { + return `/saved_datasets?project=${encodeURIComponent(project)}`; + } + return "/saved_datasets/all?limit=100"; +} + +function savedDatasetDetailPath(name: string, project: string): string { + return `/saved_datasets/${encodeURIComponent(name)}?project=${encodeURIComponent(project)}`; +} + +function labelViewListPath(project?: string): string { + if (project && project !== "all") { + return `/label_views?project=${encodeURIComponent(project)}&include_relationships=true`; + } + return "/label_views/all?limit=100&include_relationships=true"; +} + +function labelViewDetailPath(name: string, project: string): string { + return `/label_views/${encodeURIComponent(name)}?project=${encodeURIComponent(project)}&include_relationships=true`; +} + +function permissionListPath(project?: string): string { + if (project && project !== "all") { + return `/permissions?project=${encodeURIComponent(project)}`; + } + return `/permissions?project=default`; +} + +function featuresListPath(project?: string): string { + if (project && project !== "all") { + return `/features?project=${encodeURIComponent(project)}`; + } + return "/features/all?limit=100"; +} + +function featureDetailPath( + featureViewName: string, + featureName: string, + project: string, +): string { + return `/features/${encodeURIComponent(featureViewName)}/${encodeURIComponent(featureName)}?project=${encodeURIComponent(project)}`; +} + +// --------------------------------------------------------------------------- +// REST response → mergedFVList converter +// --------------------------------------------------------------------------- + +function restFeatureViewsToMergedList(resp: any): genericFVType[] { + const featureViews = resp?.featureViews || []; + return featureViews + .filter((fv: any) => fv.type !== "labelView") + .map((fv: any) => { + const fvType = fv.type; + if (fvType === "onDemandFeatureView") { + return { + name: fv.spec?.name, + type: FEAST_FV_TYPES.ondemand, + features: fv.spec?.features || [], + object: fv, + }; + } + if (fvType === "streamFeatureView") { + return { + name: fv.spec?.name, + type: FEAST_FV_TYPES.stream, + features: fv.spec?.features || [], + object: fv, + }; + } + return { + name: fv.spec?.name, + type: FEAST_FV_TYPES.regular, + features: fv.spec?.features || [], + object: fv, + }; + }); +} + +function restLabelViewsFromResponse(resp: any): any[] { + const featureViews = resp?.featureViews || []; + return featureViews.filter((fv: any) => fv.type === "labelView"); +} + +function restFeatureViewDetailToGeneric(resp: any): genericFVType | undefined { + if (!resp || !resp.spec) return undefined; + const fvType = resp.type; + if (fvType === "onDemandFeatureView") { + return { + name: resp.spec.name, + type: FEAST_FV_TYPES.ondemand, + features: resp.spec.features || [], + object: resp, + }; + } + if (fvType === "streamFeatureView") { + return { + name: resp.spec.name, + type: FEAST_FV_TYPES.stream, + features: resp.spec.features || [], + object: resp, + }; + } + if (fvType === "labelView") { + return { + name: resp.spec.name, + type: FEAST_FV_TYPES.label, + features: resp.spec.features || [], + object: resp, + }; + } + return { + name: resp.spec.name, + type: FEAST_FV_TYPES.regular, + features: resp.spec.features || [], + object: resp, + }; +} + +export default useResourceQuery; +export { + entityListPath, + entityDetailPath, + featureViewListPath, + featureViewDetailPath, + featureServiceListPath, + featureServiceDetailPath, + dataSourceListPath, + dataSourceDetailPath, + savedDatasetListPath, + savedDatasetDetailPath, + labelViewListPath, + labelViewDetailPath, + permissionListPath, + featuresListPath, + featureDetailPath, + restFeatureViewsToMergedList, + restFeatureViewDetailToGeneric, + restLabelViewsFromResponse, +}; diff --git a/ui/src/setupProxy.js b/ui/src/setupProxy.js new file mode 100644 index 00000000000..94762f63557 --- /dev/null +++ b/ui/src/setupProxy.js @@ -0,0 +1,332 @@ +const fs = require("fs"); +const path = require("path"); +const express = require("express"); +const { feast } = require("./protos"); + +const registryBuf = fs.readFileSync( + path.resolve(__dirname, "../public/registry.db"), +); +const parsedRegistry = feast.core.Registry.decode(registryBuf); +const projectsList = JSON.parse( + fs.readFileSync(path.resolve(__dirname, "../public/projects-list.json")), +); + +const toJSON = (obj) => (obj && obj.toJSON ? obj.toJSON() : obj); + +const withType = (type) => (fv) => ({ + ...toJSON(fv), + type, +}); + +const state = { + entities: (parsedRegistry.entities || []).map(toJSON), + featureViews: (parsedRegistry.featureViews || []).map( + withType("featureView"), + ), + onDemandFeatureViews: (parsedRegistry.onDemandFeatureViews || []).map( + withType("onDemandFeatureView"), + ), + streamFeatureViews: (parsedRegistry.streamFeatureViews || []).map( + withType("streamFeatureView"), + ), + featureServices: (parsedRegistry.featureServices || []).map(toJSON), + dataSources: (parsedRegistry.dataSources || []).map(toJSON), + savedDatasets: (parsedRegistry.savedDatasets || []).map(toJSON), + projects: (parsedRegistry.projects || []).map(toJSON), +}; + +const allFeatureViews = () => [ + ...state.featureViews, + ...state.onDemandFeatureViews, + ...state.streamFeatureViews, +]; + +const objectProject = (obj) => obj?.spec?.project || obj?.project; + +const filterByProject = (items, project) => { + if (!project || project === "all") return items; + return items.filter((item) => objectProject(item) === project); +}; + +const allFeatures = (project) => + filterByProject(allFeatureViews(), project).flatMap((fv) => + (fv?.spec?.features || []).map((feature) => ({ + name: feature.name, + featureViewName: fv.spec?.name, + valueType: feature.valueType, + project: fv.spec?.project, + })), + ); + +const responseList = (res, key, items) => { + res.json({ + [key]: items, + pagination: {}, + relationships: {}, + }); +}; + +const findByName = (items, name) => + items.find((item) => item?.spec?.name === name || item?.name === name); + +const entityPayloadToResource = (payload) => ({ + spec: { + name: payload.name, + joinKey: payload.join_key || payload.name, + valueType: payload.value_type, + description: payload.description || "", + tags: payload.tags || {}, + owner: payload.owner || "", + project: payload.project, + }, + meta: {}, +}); + +const dataSourcePayloadToResource = (payload) => ({ + name: payload.name, + type: payload.type, + timestampField: payload.timestamp_field, + fieldMapping: payload.field_mapping || {}, + description: payload.description || "", + tags: payload.tags || {}, + owner: payload.owner || "", + project: payload.project, + fileOptions: payload.file_options, + bigqueryOptions: payload.bigquery_options, + snowflakeOptions: payload.snowflake_options, + redshiftOptions: payload.redshift_options, + kafkaOptions: payload.kafka_options, + sparkOptions: payload.spark_options, +}); + +const featureViewPayloadToResource = (payload) => ({ + spec: { + name: payload.name, + description: payload.description || "", + owner: payload.owner || "", + entities: payload.entities || [], + features: payload.features || [], + ttl: payload.ttl, + online: payload.online, + tags: payload.tags || {}, + project: payload.project, + batchSource: payload.batch_source + ? { name: payload.batch_source } + : undefined, + }, + meta: {}, + type: "featureView", +}); + +module.exports = function setupProxy(app) { + app.use("/api/v1", express.json()); + + app.get("/projects-list.json", (_req, res) => { + res.json({ + ...projectsList, + projects: projectsList.projects.map((project) => + project.id === "credit_scoring_aws" + ? { ...project, registryPath: "/api/v1" } + : project, + ), + }); + }); + + app.get("/api/v1/entities/all", (_req, res) => + responseList(res, "entities", state.entities), + ); + app.get("/api/v1/feature_views/all", (_req, res) => + responseList(res, "featureViews", allFeatureViews()), + ); + app.get("/api/v1/feature_services/all", (_req, res) => + responseList(res, "featureServices", state.featureServices), + ); + app.get("/api/v1/data_sources/all", (_req, res) => + responseList(res, "dataSources", state.dataSources), + ); + app.get("/api/v1/saved_datasets/all", (_req, res) => + responseList(res, "savedDatasets", state.savedDatasets), + ); + app.get("/api/v1/features/all", (_req, res) => + responseList(res, "features", allFeatures()), + ); + app.get("/api/v1/label_views/all", (_req, res) => + responseList(res, "featureViews", []), + ); + + app.get("/api/v1/entities", (req, res) => + responseList( + res, + "entities", + filterByProject(state.entities, req.query.project), + ), + ); + app.get("/api/v1/feature_views", (req, res) => + responseList( + res, + "featureViews", + filterByProject(allFeatureViews(), req.query.project), + ), + ); + app.get("/api/v1/feature_services", (req, res) => + responseList( + res, + "featureServices", + filterByProject(state.featureServices, req.query.project), + ), + ); + app.get("/api/v1/data_sources", (req, res) => + responseList( + res, + "dataSources", + filterByProject(state.dataSources, req.query.project), + ), + ); + app.get("/api/v1/saved_datasets", (req, res) => + responseList( + res, + "savedDatasets", + filterByProject(state.savedDatasets, req.query.project), + ), + ); + app.get("/api/v1/features", (req, res) => + responseList(res, "features", allFeatures(req.query.project)), + ); + app.get("/api/v1/label_views", (_req, res) => + responseList(res, "featureViews", []), + ); + app.get("/api/v1/labels", (_req, res) => responseList(res, "labels", [])); + app.get("/api/v1/projects", (_req, res) => + responseList(res, "projects", state.projects), + ); + app.get("/api/v1/permissions", (_req, res) => + responseList(res, "permissions", []), + ); + app.get("/api/v1/metrics/:type", (_req, res) => res.json({})); + + app.get("/api/v1/entities/:name", (req, res) => { + const entity = findByName(state.entities, req.params.name); + if (!entity) return res.status(404).json({ detail: "Not found" }); + return res.json(entity); + }); + app.get("/api/v1/feature_views/:name", (req, res) => { + const featureView = findByName(allFeatureViews(), req.params.name); + if (!featureView) return res.status(404).json({ detail: "Not found" }); + return res.json(featureView); + }); + app.get("/api/v1/feature_services/:name", (req, res) => { + const featureService = findByName(state.featureServices, req.params.name); + if (!featureService) return res.status(404).json({ detail: "Not found" }); + return res.json(featureService); + }); + app.get("/api/v1/data_sources/:name", (req, res) => { + const dataSource = findByName(state.dataSources, req.params.name); + if (!dataSource) return res.status(404).json({ detail: "Not found" }); + return res.json(dataSource); + }); + app.get("/api/v1/saved_datasets/:name", (req, res) => { + const savedDataset = findByName(state.savedDatasets, req.params.name); + if (!savedDataset) return res.status(404).json({ detail: "Not found" }); + return res.json(savedDataset); + }); + app.get("/api/v1/features/:fvName/:featureName", (req, res) => { + const featureView = findByName(allFeatureViews(), req.params.fvName); + const feature = featureView?.spec?.features?.find( + (f) => f.name === req.params.featureName, + ); + if (!feature) return res.status(404).json({ detail: "Not found" }); + return res.json({ + featureViewName: req.params.fvName, + featureName: req.params.featureName, + feature, + featureView, + }); + }); + + app.post("/api/v1/entities", (req, res) => { + const body = req.body || {}; + const existingIndex = state.entities.findIndex( + (entity) => entity?.spec?.name === body.name, + ); + const entity = entityPayloadToResource(body); + if (existingIndex >= 0) { + state.entities[existingIndex] = entity; + } else { + state.entities.push(entity); + } + res.json({ + name: body.name, + project: body.project, + status: "applied", + }); + }); + + app.post("/api/v1/data_sources", (req, res) => { + const body = req.body || {}; + const existingIndex = state.dataSources.findIndex( + (dataSource) => dataSource?.name === body.name, + ); + const dataSource = dataSourcePayloadToResource(body); + if (existingIndex >= 0) { + state.dataSources[existingIndex] = dataSource; + } else { + state.dataSources.push(dataSource); + } + res.json({ + name: body.name, + project: body.project, + status: "applied", + }); + }); + + app.post("/api/v1/feature_views", (req, res) => { + const body = req.body || {}; + const existingIndex = state.featureViews.findIndex( + (featureView) => featureView?.spec?.name === body.name, + ); + const featureView = featureViewPayloadToResource(body); + if (existingIndex >= 0) { + state.featureViews[existingIndex] = featureView; + } else { + state.featureViews.push(featureView); + } + res.json({ + name: body.name, + project: body.project, + status: "applied", + }); + }); + + app.delete("/api/v1/entities/:name", (req, res) => { + state.entities = state.entities.filter( + (entity) => entity?.spec?.name !== req.params.name, + ); + res.json({ + name: req.params.name, + project: req.query.project, + status: "deleted", + }); + }); + + app.delete("/api/v1/data_sources/:name", (req, res) => { + state.dataSources = state.dataSources.filter( + (dataSource) => dataSource?.name !== req.params.name, + ); + res.json({ + name: req.params.name, + project: req.query.project, + status: "deleted", + }); + }); + + app.delete("/api/v1/feature_views/:name", (req, res) => { + state.featureViews = state.featureViews.filter( + (featureView) => featureView?.spec?.name !== req.params.name, + ); + res.json({ + name: req.params.name, + project: req.query.project, + status: "deleted", + }); + }); +}; diff --git a/ui/src/utils/permissionUtils.ts b/ui/src/utils/permissionUtils.ts index 9caa162ec1c..2f1f8e06628 100644 --- a/ui/src/utils/permissionUtils.ts +++ b/ui/src/utils/permissionUtils.ts @@ -1,5 +1,15 @@ import { FEAST_FCO_TYPES } from "../parsers/types"; -import { feast } from "../protos"; + +/** + * Test if a regex pattern is potentially vulnerable to catastrophic backtracking. + * Rejects patterns with nested quantifiers like (a+)+ or (a*)* + */ +const isSafePattern = (pattern: string): boolean => { + if (pattern.length > 1000) return false; + // Reject nested quantifiers: a quantifier applied to a group containing a quantifier + if (/($[^)]*[+*][^)]*$)[+*{]/.test(pattern)) return false; + return true; +}; /** * Get permissions for a specific entity @@ -43,6 +53,9 @@ export const getEntityPermissions = ( matchesName = true; // If no name patterns, matches all names } else { matchesName = permission.spec?.name_patterns?.some((pattern: string) => { + if (!pattern || !isSafePattern(pattern)) { + return pattern === entityName; + } try { const regex = new RegExp(pattern); return regex.test(entityName); diff --git a/ui/src/utils/timestamp.ts b/ui/src/utils/timestamp.ts index 390195f467b..5c85bc0de65 100644 --- a/ui/src/utils/timestamp.ts +++ b/ui/src/utils/timestamp.ts @@ -1,13 +1,20 @@ import Long from "long"; import { google } from "../protos"; -export function toDate(ts: google.protobuf.ITimestamp) { - var seconds: number; - if (ts.seconds instanceof Long) { - seconds = ts.seconds.low; - } else { - seconds = ts.seconds!; +export function toDate(ts: google.protobuf.ITimestamp | string | any): Date { + if (typeof ts === "string") { + return new Date(ts); } - return new Date(seconds * 1000); + if (ts && ts.seconds != null) { + var seconds: number; + if (ts.seconds instanceof Long) { + seconds = ts.seconds.low; + } else { + seconds = ts.seconds; + } + return new Date(seconds * 1000); + } + + return new Date(NaN); } diff --git a/ui/yarn.lock b/ui/yarn.lock index 3c378b59918..cb5589a81f9 100644 --- a/ui/yarn.lock +++ b/ui/yarn.lock @@ -4,20 +4,12 @@ "@adobe/css-tools@^4.4.0": version "4.4.4" - resolved "https://registry.yarnpkg.com/@adobe/css-tools/-/css-tools-4.4.4.tgz#2856c55443d3d461693f32d2b96fb6ea92e1ffa9" + resolved "https://registry.npmjs.org/@adobe/css-tools/-/css-tools-4.4.4.tgz" integrity sha512-Elp+iwUx5rN5+Y8xLt5/GRoG20WGoDCQ/1Fb+1LiGtvwbDavuSk0jhD/eZdckHAuzcDzccnkv+rEjyWfRx18gg== -"@ampproject/remapping@^2.2.0": - version "2.3.0" - resolved 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resolved "https://registry.yarnpkg.com/js-sha3/-/js-sha3-0.8.0.tgz#b9b7a5da73afad7dedd0f8c463954cbde6818840" + resolved "https://registry.npmjs.org/js-sha3/-/js-sha3-0.8.0.tgz" integrity sha512-gF1cRrHhIzNfToc802P800N8PpXS+evLLXfsVpowqmAFR9uwbi89WvXg2QspOmXL8QL86J4T1EpFu+yUkwJY3Q== "js-tokens@^3.0.0 || ^4.0.0", js-tokens@^4.0.0: version "4.0.0" - resolved "https://registry.yarnpkg.com/js-tokens/-/js-tokens-4.0.0.tgz#19203fb59991df98e3a287050d4647cdeaf32499" + resolved "https://registry.npmjs.org/js-tokens/-/js-tokens-4.0.0.tgz" integrity sha512-RdJUflcE3cUzKiMqQgsCu06FPu9UdIJO0beYbPhHN4k6apgJtifcoCtT9bcxOpYBtpD2kCM6Sbzg4CausW/PKQ== js-yaml@^3.13.1: - version "3.14.1" - resolved "https://registry.yarnpkg.com/js-yaml/-/js-yaml-3.14.1.tgz#dae812fdb3825fa306609a8717383c50c36a0537" - integrity sha512-okMH7OXXJ7YrN9Ok3/SXrnu4iX9yOk+25nqX4imS2npuvTYDmo/QEZoqwZkYaIDk3jVvBOTOIEgEhaLOynBS9g== + version "3.14.2" + resolved "https://registry.npmjs.org/js-yaml/-/js-yaml-3.14.2.tgz" + integrity 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@@ -10426,12 +10397,12 @@ string-length@^5.0.1: string-natural-compare@^3.0.1: version "3.0.1" - resolved "https://registry.yarnpkg.com/string-natural-compare/-/string-natural-compare-3.0.1.tgz#7a42d58474454963759e8e8b7ae63d71c1e7fdf4" + resolved "https://registry.npmjs.org/string-natural-compare/-/string-natural-compare-3.0.1.tgz" integrity sha512-n3sPwynL1nwKi3WJ6AIsClwBMa0zTi54fn2oLU6ndfTSIO05xaznjSf15PcBZU6FNWbmN5Q6cxT4V5hGvB4taw== string-width@^4.1.0, string-width@^4.2.0, string-width@^4.2.3: version "4.2.3" - resolved "https://registry.yarnpkg.com/string-width/-/string-width-4.2.3.tgz#269c7117d27b05ad2e536830a8ec895ef9c6d010" + resolved "https://registry.npmjs.org/string-width/-/string-width-4.2.3.tgz" integrity sha512-wKyQRQpjJ0sIp62ErSZdGsjMJWsap5oRNihHhu6G7JVO/9jIB6UyevL+tXuOqrng8j/cxKTWyWUwvSTriiZz/g== dependencies: emoji-regex "^8.0.0" @@ -10440,7 +10411,7 @@ string-width@^4.1.0, string-width@^4.2.0, string-width@^4.2.3: string.prototype.includes@^2.0.1: version "2.0.1" - 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"@types/trusted-types" "^2.0.2" - workbox-core "6.6.1" + workbox-core "6.6.0" wrap-ansi@^6.2.0: version "6.2.0" - resolved "https://registry.yarnpkg.com/wrap-ansi/-/wrap-ansi-6.2.0.tgz#e9393ba07102e6c91a3b221478f0257cd2856e53" + resolved "https://registry.npmjs.org/wrap-ansi/-/wrap-ansi-6.2.0.tgz" integrity sha512-r6lPcBGxZXlIcymEu7InxDMhdW0KDxpLgoFLcguasxCaJ/SOIZwINatK9KY/tf+ZrlywOKU0UDj3ATXUBfxJXA== dependencies: ansi-styles "^4.0.0" @@ -11717,7 +11707,7 @@ wrap-ansi@^6.2.0: wrap-ansi@^7.0.0: version "7.0.0" - resolved "https://registry.yarnpkg.com/wrap-ansi/-/wrap-ansi-7.0.0.tgz#67e145cff510a6a6984bdf1152911d69d2eb9e43" + resolved "https://registry.npmjs.org/wrap-ansi/-/wrap-ansi-7.0.0.tgz" integrity sha512-YVGIj2kamLSTxw6NsZjoBxfSwsn0ycdesmc4p+Q21c5zPuZ1pl+NfxVdxPtdHvmNVOQ6XSYG4AUtyt/Fi7D16Q== dependencies: ansi-styles "^4.0.0" @@ -11726,12 +11716,12 @@ wrap-ansi@^7.0.0: wrappy@1: version "1.0.2" - resolved "https://registry.yarnpkg.com/wrappy/-/wrappy-1.0.2.tgz#b5243d8f3ec1aa35f1364605bc0d1036e30ab69f" + resolved "https://registry.npmjs.org/wrappy/-/wrappy-1.0.2.tgz" integrity sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ== write-file-atomic@^3.0.0: version "3.0.3" - resolved "https://registry.yarnpkg.com/write-file-atomic/-/write-file-atomic-3.0.3.tgz#56bd5c5a5c70481cd19c571bd39ab965a5de56e8" + resolved "https://registry.npmjs.org/write-file-atomic/-/write-file-atomic-3.0.3.tgz" integrity sha512-AvHcyZ5JnSfq3ioSyjrBkH9yW4m7Ayk8/9My/DD9onKeu/94fwrMocemO2QAJFAlnnDN+ZDS+ZjAR5ua1/PV/Q== dependencies: imurmurhash "^0.1.4" @@ -11741,7 +11731,7 @@ write-file-atomic@^3.0.0: write-file-atomic@^4.0.2: version "4.0.2" - resolved "https://registry.yarnpkg.com/write-file-atomic/-/write-file-atomic-4.0.2.tgz#a9df01ae5b77858a027fd2e80768ee433555fcfd" + resolved "https://registry.npmjs.org/write-file-atomic/-/write-file-atomic-4.0.2.tgz" integrity 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"https://registry.yarnpkg.com/y18n/-/y18n-5.0.8.tgz#7f4934d0f7ca8c56f95314939ddcd2dd91ce1d55" + resolved "https://registry.npmjs.org/y18n/-/y18n-5.0.8.tgz" integrity sha512-0pfFzegeDWJHJIAmTLRP2DwHjdF5s7jo9tuztdQxAhINCdvS+3nGINqPd00AphqJR/0LhANUS6/+7SCb98YOfA== yallist@^3.0.2: version "3.1.1" - resolved "https://registry.yarnpkg.com/yallist/-/yallist-3.1.1.tgz#dbb7daf9bfd8bac9ab45ebf602b8cbad0d5d08fd" + resolved "https://registry.npmjs.org/yallist/-/yallist-3.1.1.tgz" integrity sha512-a4UGQaWPH59mOXUYnAG2ewncQS4i4F43Tv3JoAM+s2VDAmS9NsK8GpDMLrCHPksFT7h3K6TOoUNn2pb7RoXx4g== yaml@^1.10.0, yaml@^1.10.2, yaml@^1.7.2: version "1.10.2" - resolved "https://registry.yarnpkg.com/yaml/-/yaml-1.10.2.tgz#2301c5ffbf12b467de8da2333a459e29e7920e4b" + resolved "https://registry.npmjs.org/yaml/-/yaml-1.10.2.tgz" integrity sha512-r3vXyErRCYJ7wg28yvBY5VSoAF8ZvlcW9/BwUzEtUsjvX/DKs24dIkuwjtuprwJJHsbyUbLApepYTR1BN4uHrg== yargs-parser@^21.1.1: version "21.1.1" - resolved "https://registry.yarnpkg.com/yargs-parser/-/yargs-parser-21.1.1.tgz#9096bceebf990d21bb31fa9516e0ede294a77d35" + resolved "https://registry.npmjs.org/yargs-parser/-/yargs-parser-21.1.1.tgz" integrity sha512-tVpsJW7DdjecAiFpbIB1e3qxIQsE6NoPc5/eTdrbbIC4h0LVsWhnoa3g+m2HclBIujHzsxZ4VJVA+GUuc2/LBw== yargs@^17.3.1, yargs@^17.7.2: version "17.7.2" - resolved "https://registry.yarnpkg.com/yargs/-/yargs-17.7.2.tgz#991df39aca675a192b816e1e0363f9d75d2aa269" + resolved "https://registry.npmjs.org/yargs/-/yargs-17.7.2.tgz" integrity sha512-7dSzzRQ++CKnNI/krKnYRV7JKKPUXMEh61soaHKg9mrWEhzFWhFnxPxGl+69cD1Ou63C13NUPCnmIcrvqCuM6w== dependencies: cliui "^8.0.1" @@ -11807,27 +11797,27 @@ yargs@^17.3.1, yargs@^17.7.2: yocto-queue@^0.1.0: version "0.1.0" - resolved "https://registry.yarnpkg.com/yocto-queue/-/yocto-queue-0.1.0.tgz#0294eb3dee05028d31ee1a5fa2c556a6aaf10a1b" + resolved "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz" integrity sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q== -yoctocolors-cjs@^2.1.2: - version "2.1.2" - resolved "https://registry.yarnpkg.com/yoctocolors-cjs/-/yoctocolors-cjs-2.1.2.tgz#f4b905a840a37506813a7acaa28febe97767a242" - integrity sha512-cYVsTjKl8b+FrnidjibDWskAv7UKOfcwaVZdp/it9n1s9fU3IkgDbhdIRKCW4JDsAlECJY0ytoVPT3sK6kideA== +yoctocolors-cjs@^2.1.3: + version "2.1.3" + resolved "https://registry.npmjs.org/yoctocolors-cjs/-/yoctocolors-cjs-2.1.3.tgz" + integrity sha512-U/PBtDf35ff0D8X8D0jfdzHYEPFxAI7jJlxZXwCSez5M3190m+QobIfh+sWDWSHMCWWJN2AWamkegn6vr6YBTw== zod@^3.11.6: version "3.25.76" - resolved "https://registry.yarnpkg.com/zod/-/zod-3.25.76.tgz#26841c3f6fd22a6a2760e7ccb719179768471e34" + resolved "https://registry.npmjs.org/zod/-/zod-3.25.76.tgz" integrity sha512-gzUt/qt81nXsFGKIFcC3YnfEAx5NkunCfnDlvuBSSFS02bcXu4Lmea0AFIUwbLWxWPx3d9p8S5QoaujKcNQxcQ== zustand@^4.4.1: version "4.5.7" - resolved "https://registry.yarnpkg.com/zustand/-/zustand-4.5.7.tgz#7d6bb2026a142415dd8be8891d7870e6dbe65f55" + resolved "https://registry.npmjs.org/zustand/-/zustand-4.5.7.tgz" integrity sha512-CHOUy7mu3lbD6o6LJLfllpjkzhHXSBlX8B9+qPddUsIfeF5S/UZ5q0kmCsnRqT1UHFQZchNFDDzMbQsuesHWlw== dependencies: use-sync-external-store "^1.2.2" zwitch@^1.0.0: version "1.0.5" - resolved "https://registry.yarnpkg.com/zwitch/-/zwitch-1.0.5.tgz#d11d7381ffed16b742f6af7b3f223d5cd9fe9920" + resolved "https://registry.npmjs.org/zwitch/-/zwitch-1.0.5.tgz" integrity sha512-V50KMwwzqJV0NpZIZFwfOD5/lyny3WlSzRiXgA0G7VUnRlqttta1L6UQIHzd6EuBY/cHGfwTIck7w1yH6Q5zUw==

Identity

Connection Details

Time Configuration

Tags (optional)

Join Keys

Feature views

OpenLineage Events ({events.length})

+ Event: {selectedEvent.event_type} - {selectedEvent.job_name} +

Event Details

Raw Event JSON

Registered in this Feast project are …

OpenLineage Graph

Identity

Resource Scope

Allowed Actions

Access Policy

+ Metadata Tags{" "} + + (optional) + +

{permission.spec?.name}

Lineage

Features

Labels

- {isLoading && } - {isSuccess && data?.project && `Project: ${data.project}`} + {currentProject + ? `Project: ${currentProject.name}` + : projectName + ? `Project: ${projectName}` + : ""}

Welcome to Feast

Welcome to Feast

Engine Configuration

Parameters

Feature Views Using This Engine

Filter by Status

{dsType.name}

Properties

Request Source Schema

Consuming Feature Views

Consuming Views

Permissions

Search

Select a Data Source Type

No data sources yet — create your first connection

Search

Classification Data ({data.length} samples)

Data Labeling

RAG Context

Step 1: Label for Chunk Extraction

Document Content

Step 2: Label for Generation

Extracted Chunk Labels ({labels.length})

Feature Views

Consuming Views

Features

Labels

All Feature Views

All Views

MLflow Usage

MLflow Usage

MLflow Usage

Transformation

Features ({decoded.features.length})

Entities

Tags

Find Unlabeled Records

+ Unlabeled Records{" "} + + {candidates.unlabeled_entities.length} + + {selectedItems.length > 0 && ( + <> + {" "} + + {selectedItems.length} selected + + + )} +

Push Candidates to Argilla

Upload File

+ Preview{" "} + {fileData.length} rows{" "} + {fileName} +

CSV Template

+ Entity +

+ Labels +

+ Additional Fields +

Session

Schema

No Label Views

Webhook Endpoint

Example payload:

Batch Push Endpoint

cURL Example

Argilla Integration

Label Studio Integration

Schema

Properties

+ Label Records{" "} + {allLabels && ( + {totalEntities} total + )} + {searchQuery && + filteredLabels.length !== (allLabels || []).length && ( + <> + {" "} + + {filteredLabels.length} matching + + + )} +

Properties