미디어 원본과 처리 결과를 단계별로 자동 전달하기

파일 생성
    │
    ▼
파일 수집
    │
    ▼
파일 처리
    │
    ▼
결과 활용

Source A ───┐
            │
Source B ───┼──→ Collect
            │       │
Source C ───┘       ▼
                  Process
                     │
                     ▼
                  Result

Source Devices
      │
 ┌────┼────┐
 ▼    ▼    ▼
Cam  Server Storage
 │      │      │
 └──────┼──────┘
        ▼
    Collection

Source A ───┐
            ├──→ Collect ───→ Process Server
Source B ───┤                       │
            │                       ▼
Source C ───┘                   Processing

Processing
     │
     ▼
Result Files
     │
 ┌───┴───────┐
 ▼           ▼
Storage   Next System

File Ready
    │
    ▼
Collect Complete?
    │
   Yes
    │
    ▼
Start Processing
    │
    ▼
Result Ready?
    │
   Yes
    │
    ▼
Deliver Result

Workflow Run
     │
 ┌───┼──────────────┐
 ▼   ▼       ▼      ▼
Collect Process Result Complete
  ✓      ✓       ●
                 │
              Running

Workflow Run
     │
     ▼
Status Check
     │
 ┌───┴────────┐
 ▼            ▼
Completed   Attention
                │
                ▼
          View Details
                │
                ▼
          Check Settings
                │
                ▼
              Retry
                │
                ▼
          Result Confirmed

import os
import requests

BASE_URL = os.getenv("INNORIX_BASE_URL", "https://app.innorix.com").rstrip("/")
TOKEN = os.environ["INNORIX_ACCESS_TOKEN"]
WORKSPACE_ID = os.getenv("INNORIX_WORKSPACE_ID")   # optional; falls back to the current workspace

STATUS_COMPLETE = 2
TERMINAL = {2, 4, 5, 9, 99}          # complete / error / cancelled / partial / failed
NOT_SUCCEEDED = {4, 5, 9, 99}


def api(method, path, body=None, params=None):
    headers = {
        "Content-Type": "application/json",
        "Authorization": f"Bearer {TOKEN}",
    }

    if WORKSPACE_ID:
        headers["x-workspace-id"] = WORKSPACE_ID

    response = requests.request(
        method, BASE_URL + path,
        headers=headers, json=body, params=params, timeout=30,
    )

    payload = response.json() if response.content else {}

    if not response.ok:
        raise RuntimeError(payload.get("message") or f"HTTP {response.status_code}")

    return payload.get("data")


def is_terminal(detail):
    return detail.get("isTerminal", detail.get("status") in TERMINAL)

// InnorixClient.java
public static final String BASE_URL =
        env("INNORIX_BASE_URL", "https://app.innorix.com").replaceAll("/+
quot;, "");
public static final String WORKSPACE_ID = env("INNORIX_WORKSPACE_ID", null);

public static final int STATUS_COMPLETE = 2;
// States the transfer no longer moves out of
public static final Set<Integer> TERMINAL = Set.of(2, 4, 5, 9, 99);
// Terminal states that are not a full success
public static final Set<Integer> NOT_SUCCEEDED = Set.of(4, 5, 9, 99);

private HttpRequest.Builder headers(HttpRequest.Builder builder) {
    builder.header("Content-Type", "application/json")
           .header("Authorization", "Bearer " + session.accessToken());

    // When omitted the account's current workspace is used.
    if (workspaceId != null) builder.header("x-workspace-id", workspaceId);

    return builder;
}

/** Unwraps and returns data from the response. Throws ApiError on failure. */
public Object api(String method, String path, Object body, Map<String, Object> params) {
    Resp response = request(method, path, body, params);
    Object payload = null;

    try {
        payload = Json.parse(response.text());
    } catch (RuntimeException ignored) {
        payload = null;
    }

    if (!response.ok()) {
        Map<String, Object> map = Json.asObj(payload);
        String message = Json.str(map, "message", Json.str(map, "error", "unknown error"));
        throw new ApiError(response.status, message, map);
    }

    return Json.get(payload, "data");
}

/** Use the server flag when present, otherwise fall back to the status code. */
public static boolean isTerminal(Map<String, Object> record) {
    Boolean flag = Json.boolOrNull(record, "isTerminal");
    if (flag != null) return flag;

    Integer status = Json.intOrNull(record, "status");
    return status != null && TERMINAL.contains(status);
}

// innorix-client.js
const BASE_URL = (process.env.INNORIX_BASE_URL
  || "https://app.innorix.com").replace(/\/+$/, "");
const TOKEN = process.env.INNORIX_ACCESS_TOKEN;
const WORKSPACE_ID = process.env.INNORIX_WORKSPACE_ID || null;

export const STATUS_COMPLETE = 2;
export const TERMINAL = new Set([2, 4, 5, 9, 99]);       // complete / error / cancelled / partial / failed
export const NOT_SUCCEEDED = new Set([4, 5, 9, 99]);

export async function api(method, path, body = null, params = null) {
  const url = new URL(BASE_URL + path);

  if (params) {
    for (const [key, value] of Object.entries(params)) {
      if (value === undefined || value === null) continue;
      url.searchParams.set(key, String(value));
    }
  }

  const headers = {
    "Content-Type": "application/json",
    Authorization: `Bearer ${TOKEN}`,
  };

  // When omitted the account's current workspace is used.
  if (WORKSPACE_ID) headers["x-workspace-id"] = WORKSPACE_ID;

  const response = await fetch(url, {
    method,
    headers,
    body: body === null ? undefined : JSON.stringify(body),
    signal: AbortSignal.timeout(30_000),
  });

  const payload = await response.json().catch(() => ({}));

  if (!response.ok) {
    throw new Error(payload.message || `HTTP ${response.status}`);
  }

  return payload.data;
}

export function isTerminal(detail) {
  return detail.isTerminal !== undefined
    ? detail.isTerminal
    : TERMINAL.has(detail.status);
}

// InnorixClient.cs
public static readonly string BaseUrl =
    Env("INNORIX_BASE_URL", "https://app.innorix.com").TrimEnd('/');
public static readonly string WorkspaceIdFromEnv = Env("INNORIX_WORKSPACE_ID", null);

public const int StatusComplete = 2;
/// <summary>States the transfer no longer moves out of</summary>
public static readonly HashSet<int> Terminal = new HashSet<int> { 2, 4, 5, 9, 99 };
/// <summary>Terminal states that are not a full success</summary>
public static readonly HashSet<int> NotSucceeded = new HashSet<int> { 4, 5, 9, 99 };

// Applied on every request
request.Headers.TryAddWithoutValidation("Authorization", "Bearer " + Session.AccessToken);
// When omitted the account's current workspace is used.
if (WorkspaceId != null) request.Headers.TryAddWithoutValidation("x-workspace-id", WorkspaceId);

public async Task<JsonNode> ApiAsync(string method, string path, JsonNode body = null,
    IDictionary<string, object> parameters = null)
{
    Resp response = await RequestAsync(method, path, body, parameters).ConfigureAwait(false);
    JsonNode payload = null;

    try
    {
        payload = J.Parse(response.Text());
    }
    catch (Exception)
    {
        payload = null;
    }

    if (!response.Ok)
    {
        JsonObject map = J.AsObj(payload);
        string message = J.Str(map, "message", J.Str(map, "error", "unknown error"));
        throw new ApiError(response.Status, message, map);
    }

    return J.Get(payload, "data");
}

/// <summary>Use the server flag when present, otherwise fall back to the status code.</summary>
public static bool IsTerminal(JsonObject record)
{
    bool? flag = J.BoolOrNull(record, "isTerminal");
    if (flag != null) return flag.Value;

    int? status = J.IntOrNull(record, "status");
    return status != null && Terminal.Contains(status.Value);
}

import base64
import time


def encode_path(device_id, raw_path):
    normalized = str(raw_path or "").replace("\\", "/")
    token = base64.b64encode(normalized.encode("utf-8")).decode("ascii")
    return f"{device_id}_ino_{token}"


def now_iso():
    return time.strftime("%Y-%m-%dT%H:%M:%S.000Z", time.gmtime())

public static String encodePath(String deviceId, String rawPath) {
    String normalized = (rawPath == null ? "" : rawPath).replace("\\", "/");
    return deviceId + "_ino_"
            + Base64.getEncoder().encodeToString(normalized.getBytes(StandardCharsets.UTF_8));
}

public static String nowIso() {
    return Instant.now().truncatedTo(ChronoUnit.SECONDS).toString().replace("Z", ".000Z");
}

export function encodePath(deviceId, rawPath) {
  const normalized = String(rawPath ?? "").replace(/\\/g, "/");
  const token = Buffer.from(normalized, "utf8").toString("base64");
  return `${deviceId}_ino_${token}`;
}

export function nowIso() {
  return new Date().toISOString().replace(/\.\d{3}Z$/, ".000Z");
}

public static string EncodePath(string deviceId, string rawPath)
{
    string normalized = (rawPath ?? "").Replace("\\", "/");
    return deviceId + "_ino_" + Convert.ToBase64String(Encoding.UTF8.GetBytes(normalized));
}

public static string NowIso()
{
    return DateTime.UtcNow.ToString("yyyy-MM-dd'T'HH:mm:ss'.000Z'",
        System.Globalization.CultureInfo.InvariantCulture);
}

def build_filter(exts=None, min_size=None, exclude=None):
    file_option = {}

    if exts:
        # extension whitelist, without the leading dot
        file_option["extension"] = {
            "extension": [e.lstrip(".").lower() for e in exts],
            "allow": True,
        }

    if min_size is not None:
        # over and equal both True means size or larger
        file_option["fileSize"] = {"size": min_size, "over": True, "equal": True}

    if exclude:
        # allow=False excludes files whose name contains this. Server matching is case sensitive.
        file_option["fileName"] = {"name": exclude, "allow": False}

    return {"send-fileoption": file_option} if file_option else {}

public static Map<String, Object> buildFilter(List<String> exts, Long minSize, String exclude) {
    Map<String, Object> fileOption = new LinkedHashMap<>();

    if (exts != null && !exts.isEmpty()) {
        List<Object> cleaned = new ArrayList<>();
        // e.g. ["mp4","mov"] (no dot). allow=true -> whitelist
        for (String ext : exts) cleaned.add(ext.replaceAll("^\\.+", "").toLowerCase());
        fileOption.put("extension", Json.newObj("extension", cleaned, "allow", true));
    }

    if (minSize != null) {
        // over=true/equal=true -> only files at or above size
        fileOption.put("fileSize", Json.newObj("size", minSize, "over", true, "equal", true));
    }

    if (exclude != null) {
        // allow=false -> skip files whose name contains exclude (server match is case sensitive)
        fileOption.put("fileName", Json.newObj("name", exclude, "allow", false));
    }

    return fileOption.isEmpty()
            ? new LinkedHashMap<>()
            : Json.newObj("send-fileoption", fileOption);
}

export function buildFilter({ exts = null, minSize = null, exclude = null } = {}) {
  const fileOption = {};

  if (exts) {
    // Extension whitelist, without the leading dot.
    fileOption.extension = {
      extension: exts.map((e) => e.replace(/^\./, "").toLowerCase()),
      allow: true,
    };
  }

  if (minSize !== null && minSize !== undefined) {
    // over and equal both true means size or larger.
    fileOption.fileSize = { size: minSize, over: true, equal: true };
  }

  if (exclude) {
    // allow=false excludes files whose name contains this. Matching is case sensitive.
    fileOption.fileName = { name: exclude, allow: false };
  }

  return Object.keys(fileOption).length ? { "send-fileoption": fileOption } : {};
}

public static JsonObject BuildFilter(IReadOnlyList<string> exts = null,
    long? minSize = null, string exclude = null)
{
    var fileOption = new JsonObject();

    if (exts != null && exts.Count > 0)
    {
        // e.g. ["mp4","mov"] (no dot). allow=true -> whitelist
        var cleaned = new JsonArray();
        foreach (string ext in exts) cleaned.Add(ext.TrimStart('.').ToLowerInvariant());

        fileOption["extension"] = new JsonObject { ["extension"] = cleaned, ["allow"] = true };
    }

    if (minSize != null)
    {
        // over=true/equal=true -> only files at or above size
        fileOption["fileSize"] = new JsonObject
        {
            ["size"] = minSize.Value,
            ["over"] = true,
            ["equal"] = true,
        };
    }

    if (exclude != null)
    {
        // allow=false -> skip files whose name contains exclude (server match is case sensitive)
        fileOption["fileName"] = new JsonObject { ["name"] = exclude, ["allow"] = false };
    }

    return fileOption.Count == 0
        ? new JsonObject()
        : new JsonObject { ["send-fileoption"] = fileOption };
}

FILTER = build_filter(exts=["mp4", "mov", "wav"], min_size=1024, exclude=".tmp")

Map<String, Object> filter = InnorixClient.buildFilter(
        List.of("mp4", "mov", "wav"), 1024L, ".tmp");

const filter = buildFilter({ exts: ["mp4", "mov", "wav"], minSize: 1024, exclude: ".tmp" });

JsonObject filter = InnorixClient.BuildFilter(
    new[] { "mp4", "mov", "wav" }, minSize: 1024, exclude: ".tmp");

page = api("POST", f"/api/devices/{SOURCE_ID}/files/search",
           {"path": SOURCE_PATH, "pageSize": 500})

matched = [i for i in page["items"]
           if i["type"] == "file" and i["name"].lower().endswith((".mp4", ".mov"))]

print(f"{len(matched)} matched")

Map<String, Object> page = client.apiObj("POST",
        "/api/devices/" + SOURCE_ID + "/files/search",
        Json.newObj("path", SOURCE_PATH, "pageSize", 500));

long matched = 0;
for (Object node : Json.arrOf(page, "items")) {
    Map<String, Object> item = Json.asObj(node);
    String name = Json.str(item, "name").toLowerCase();
    if ("file".equals(Json.str(item, "type"))
            && (name.endsWith(".mp4") || name.endsWith(".mov"))) matched++;
}

System.out.println(matched + "건");

const page = await client.api("POST",
  `/api/devices/${SOURCE_ID}/files/search`,
  { path: SOURCE_PATH, pageSize: 500 });

const matched = page.items.filter((i) =>
  i.type === "file" && /\.(mp4|mov)$/i.test(i.name));

console.log(`${matched.length}건`);

JsonObject page = await client.ApiObjAsync("POST",
    
quot;/api/devices/{SOURCE_ID}/files/search",
    new JsonObject { ["path"] = SOURCE_PATH, ["pageSize"] = 500 });

int matched = J.ArrOf(page, "items").Select(J.AsObj).Count(i =>
    J.Str(i, "type") == "file"
    && Regex.IsMatch(J.Str(i, "name"), @"\.(mp4|mov)
quot;, RegexOptions.IgnoreCase));

Console.WriteLine(
quot;{matched}건");

SOURCES = [
    ("device-cam-01", "/media/raw"),
    ("device-cam-02", "/media/raw"),
    ("device-mic-01", "/audio/raw"),
]

for source, source_path in SOURCES:
    # give each source its own folder so file names do not collide
    target_path = f"/work/incoming/{source}"

    monitor_id = api("POST", "/api/transfers/manual", {
        "sourceDevice": source,
        "targetDevice": PROCESS_ID,
        "targetPath": target_path,
        "sourcePaths": [source_path],
        "sendAllFolder": True,
        "transferOptions": {"target-action": "numbering", **FILTER},
    })["monitorId"]

    print(source, "->", target_path, monitor_id)

List<String[]> sources = List.of(
        new String[]{"device-cam-01", "/media/raw"},
        new String[]{"device-cam-02", "/media/raw"},
        new String[]{"device-mic-01", "/audio/raw"});

for (String[] entry : sources) {
    String source = entry[0], sourcePath = entry[1];
    // give each source its own folder so file names do not collide
    String targetPath = "/work/incoming/" + source;

    Map<String, Object> options = new LinkedHashMap<>(filter);
    options.put("target-action", "numbering");

    Map<String, Object> transfer = client.apiObj("POST", "/api/transfers/manual", Json.newObj(
            "sourceDevice", source,
            "targetDevice", PROCESS_ID,
            "targetPath", targetPath,
            "sourcePaths", List.of(sourcePath),
            "sendAllFolder", true,
            "transferOptions", options));

    System.out.println(source + " -> " + targetPath + " " + Json.str(transfer, "monitorId"));
}

const SOURCES = [
  ["device-cam-01", "/media/raw"],
  ["device-cam-02", "/media/raw"],
  ["device-mic-01", "/audio/raw"],
];

for (const [source, sourcePath] of SOURCES) {
  // give each source its own folder so file names do not collide
  const targetPath = `/work/incoming/${source}`;

  const transfer = await client.api("POST", "/api/transfers/manual", {
    sourceDevice: source,
    targetDevice: PROCESS_ID,
    targetPath,
    sourcePaths: [sourcePath],
    sendAllFolder: true,
    transferOptions: { "target-action": "numbering", ...filter },
  });

  console.log(source, "->", targetPath, transfer.monitorId);
}

var sources = new[]
{
    ("device-cam-01", "/media/raw"),
    ("device-cam-02", "/media/raw"),
    ("device-mic-01", "/audio/raw"),
};

foreach (var (source, sourcePath) in sources)
{
    // give each source its own folder so file names do not collide
    string targetPath = 
quot;/work/incoming/{source}";

    var options = new JsonObject(filter.DeepClone().AsObject())
    {
        ["target-action"] = "numbering",
    };

    JsonObject transfer = await client.ApiObjAsync("POST", "/api/transfers/manual",
        new JsonObject
        {
            ["sourceDevice"] = source,
            ["targetDevice"] = PROCESS_ID,
            ["targetPath"] = targetPath,
            ["sourcePaths"] = new JsonArray { sourcePath },
            ["sendAllFolder"] = true,
            ["transferOptions"] = options,
        });

    Console.WriteLine(
quot;{source} -> {targetPath} {J.Str(transfer, "monitorId")}");
}

TARGET_OPTIONS = {
    "savepath": True,          # keep the source folder structure (lowercase p)
    "optionPath": 3,           # how many trailing path segments to keep
    "target-action": "numbering",
}

Map<String, Object> targetOptions = Json.newObj(
        "savepath", true,          // keep the source folder structure (lowercase p)
        "optionPath", 3,           // how many trailing path segments to keep
        "target-action", "numbering");

const targetOptions = {
  savepath: true,          // keep the source folder structure (lowercase p)
  optionPath: 3,           // how many trailing path segments to keep
  "target-action": "numbering",
};

var targetOptions = new JsonObject
{
    ["savepath"] = true,          // keep the source folder structure (lowercase p)
    ["optionPath"] = 3,           // how many trailing path segments to keep
    ["target-action"] = "numbering",
};

from datetime import date

target_path = f"/work/incoming/{date.today():%Y/%m/%d}"

String targetPath = "/work/incoming/"
        + LocalDate.now().format(DateTimeFormatter.ofPattern("yyyy/MM/dd"));

const d = new Date();
const targetPath = `/work/incoming/${d.getFullYear()}/`
  + `${String(d.getMonth() + 1).padStart(2, "0")}/`
  + `${String(d.getDate()).padStart(2, "0")}`;

string targetPath = 
quot;/work/incoming/{DateTime.Now:yyyy/MM/dd}";

import uuid

flow_id = str(uuid.uuid4())


def build_step(name, source, source_path, target, target_path,
               step, trigger_id=None, options=None, webhook=None):
    schedule = {
        "type": "none",
        "startDateType": "now",
        "startDate": now_iso(),
        "timezone": "Asia/Seoul",
    }

    if trigger_id:
        schedule["triggerAutomation"] = {"value": trigger_id}

    body = {
        "name": name,
        "flowName": name,
        "flowId": flow_id,
        "transferType": "normal",
        "timezone": "Asia/Seoul",
        "step": step,
        "isUpcoming": False,
        "details": [
            {
                "senderId": source,
                "receiverId": target,
                "sourceItem": [
                    {
                        "hash": encode_path(source, source_path),
                        "filePath": source_path,
                        "isDir": True,
                    }
                ],
                "targetPath": encode_path(target, target_path),
                "step": step,
                "transferOptions": {
                    "noSchedule": False,
                    "target-action": "numbering",
                    "send-fileoption": {},
                    **(options or {}),
                },
            }
        ],
        "schedules": [schedule],
    }

    if webhook:
        body["processors"] = [{
            "category": "run",
            "type": "http",
            "config": {"url": webhook, "method": "POST"},
        }]

    return body


collect_id = api("POST", "/api/automations", build_step(
    "collect", "device-cam-01", "/media/raw",
    PROCESS_ID, "/work/incoming", step=1,
    options=FILTER, webhook=ENCODE_HOOK))["automationId"]

archive_id = api("POST", "/api/automations", build_step(
    "archive", PROCESS_ID, "/work/output",
    ARCHIVE_ID, "/archive", step=2,
    trigger_id=collect_id, options=TARGET_OPTIONS))["automationId"]

String flowId = UUID.randomUUID().toString();

Map<String, Object> buildStep(String name, String source, String sourcePath,
                              String target, String targetPath, int step,
                              String triggerId, Map<String, Object> options,
                              String webhook) {
    Map<String, Object> schedule = new LinkedHashMap<>(Json.newObj(
            "type", "none", "startDateType", "now",
            "startDate", InnorixClient.nowIso(), "timezone", "Asia/Seoul"));

    if (triggerId != null) {
        schedule.put("triggerAutomation", Json.newObj("value", triggerId));
    }

    Map<String, Object> transferOptions = new LinkedHashMap<>(Json.newObj(
            "noSchedule", false, "target-action", "numbering",
            "send-fileoption", Json.newObj()));
    if (options != null) transferOptions.putAll(options);

    Map<String, Object> detail = Json.newObj(
            "senderId", source, "receiverId", target,
            "sourceItem", List.of(Json.newObj(
                    "hash", InnorixClient.encodePath(source, sourcePath),
                    "filePath", sourcePath, "isDir", true)),
            "targetPath", InnorixClient.encodePath(target, targetPath),
            "step", step, "transferOptions", transferOptions);

    Map<String, Object> body = new LinkedHashMap<>(Json.newObj(
            "name", name, "flowName", name, "flowId", flowId,
            "transferType", "normal", "timezone", "Asia/Seoul",
            "step", step, "isUpcoming", false,
            "details", List.of(detail),
            "schedules", List.of(schedule)));

    if (webhook != null) {
        body.put("processors", List.of(Json.newObj(
                "category", "run", "type", "http",
                "config", Json.newObj("url", webhook, "method", "POST"))));
    }

    return body;
}

import { randomUUID } from "node:crypto";

const flowId = randomUUID();

function buildStep(name, source, sourcePath, target, targetPath, {
  step, triggerId = null, options = null, webhook = null,
}) {
  const schedule = {
    type: "none", startDateType: "now",
    startDate: nowIso(), timezone: "Asia/Seoul",
  };

  if (triggerId) schedule.triggerAutomation = { value: triggerId };

  const body = {
    name, flowName: name, flowId,
    transferType: "normal", timezone: "Asia/Seoul",
    step, isUpcoming: false,
    details: [{
      senderId: source, receiverId: target,
      sourceItem: [{
        hash: encodePath(source, sourcePath),
        filePath: sourcePath, isDir: true,
      }],
      targetPath: encodePath(target, targetPath),
      step,
      transferOptions: {
        noSchedule: false, "target-action": "numbering",
        "send-fileoption": {}, ...(options || {}),
      },
    }],
    schedules: [schedule],
  };

  if (webhook) {
    body.processors = [{
      category: "run", type: "http",
      config: { url: webhook, method: "POST" },
    }];
  }

  return body;
}

string flowId = Guid.NewGuid().ToString();

JsonObject BuildStep(string name, string source, string sourcePath,
    string target, string targetPath, int step, string triggerId = null,
    JsonObject options = null, string webhook = null)
{
    var schedule = new JsonObject
    {
        ["type"] = "none", ["startDateType"] = "now",
        ["startDate"] = InnorixClient.NowIso(), ["timezone"] = "Asia/Seoul",
    };

    if (triggerId != null)
        schedule["triggerAutomation"] = new JsonObject { ["value"] = triggerId };

    var transferOptions = new JsonObject
    {
        ["noSchedule"] = false,
        ["target-action"] = "numbering",
        ["send-fileoption"] = new JsonObject(),
    };
    if (options != null)
        foreach (var kv in options) transferOptions[kv.Key] = kv.Value?.DeepClone();

    var body = new JsonObject
    {
        ["name"] = name, ["flowName"] = name, ["flowId"] = flowId,
        ["transferType"] = "normal", ["timezone"] = "Asia/Seoul",
        ["step"] = step, ["isUpcoming"] = false,
        ["details"] = new JsonArray
        {
            new JsonObject
            {
                ["senderId"] = source, ["receiverId"] = target,
                ["sourceItem"] = new JsonArray
                {
                    new JsonObject
                    {
                        ["hash"] = InnorixClient.EncodePath(source, sourcePath),
                        ["filePath"] = sourcePath, ["isDir"] = true,
                    },
                },
                ["targetPath"] = InnorixClient.EncodePath(target, targetPath),
                ["step"] = step, ["transferOptions"] = transferOptions,
            },
        },
        ["schedules"] = new JsonArray { schedule },
    };

    if (webhook != null)
    {
        body["processors"] = new JsonArray
        {
            new JsonObject
            {
                ["category"] = "run", ["type"] = "http",
                ["config"] = new JsonObject { ["url"] = webhook, ["method"] = "POST" },
            },
        };
    }

    return body;
}

transfer = api("POST", "/api/transfers/manual", {
    "sourceDevice": "device-cam-01",
    "targetDevice": PROCESS_ID,
    "targetPath": "/work/incoming",
    "sourcePaths": ["/media/raw"],
    "sendAllFolder": True,
    "incremental": True,
    "transferOptions": {"target-action": "overwrite"},
})

Map<String, Object> transfer = client.apiObj("POST", "/api/transfers/manual", Json.newObj(
        "sourceDevice", "device-cam-01",
        "targetDevice", PROCESS_ID,
        "targetPath", "/work/incoming",
        "sourcePaths", List.of("/media/raw"),
        "sendAllFolder", true,
        "incremental", true,
        "transferOptions", Json.newObj("target-action", "overwrite")));

const transfer = await client.api("POST", "/api/transfers/manual", {
  sourceDevice: "device-cam-01",
  targetDevice: PROCESS_ID,
  targetPath: "/work/incoming",
  sourcePaths: ["/media/raw"],
  sendAllFolder: true,
  incremental: true,
  transferOptions: { "target-action": "overwrite" },
});

JsonObject transfer = await client.ApiObjAsync("POST", "/api/transfers/manual",
    new JsonObject
    {
        ["sourceDevice"] = "device-cam-01",
        ["targetDevice"] = PROCESS_ID,
        ["targetPath"] = "/work/incoming",
        ["sourcePaths"] = new JsonArray { "/media/raw" },
        ["sendAllFolder"] = true,
        ["incremental"] = true,
        ["transferOptions"] = new JsonObject { ["target-action"] = "overwrite" },
    });

def wait(monitor_id, timeout=3600, interval=3):
    deadline = time.time() + timeout

    while time.time() < deadline:
        detail = api("GET", f"/api/transfers/{monitor_id}")

        if is_terminal(detail):
            return detail

        time.sleep(interval)

    raise TimeoutError(monitor_id)


def failed_files(monitor_id):
    result = api("GET", f"/api/transfers/{monitor_id}/files", params={
        "state": "any", "size": 500,
    }) or {}

    return [r for r in (result.get("children") or [])
            if r.get("status") in NOT_SUCCEEDED]


def retry_failed(monitor_id):
    rows = failed_files(monitor_id)

    if not rows:
        return 0

    api("POST", f"/api/transfers/{monitor_id}/retry", {
        "filesRetry": [
            {"filePath": r["sourceFilePath"], "isDir": bool(r.get("isFolder"))}
            for r in rows
        ]
    })

    return len(rows)

public Map<String, Object> wait(String monitorId, int timeoutSeconds, int intervalSeconds) {
    long deadline = System.currentTimeMillis() + timeoutSeconds * 1000L;

    while (System.currentTimeMillis() < deadline) {
        Map<String, Object> detail = apiObj("GET", "/api/transfers/" + monitorId);

        if (isTerminal(detail)) return detail;

        sleep(intervalSeconds * 1000L);
    }

    throw new ApiError(0, "timeout waiting for " + monitorId);
}

public List<Map<String, Object>> failedFiles(String monitorId) {
    List<Map<String, Object>> failed = new ArrayList<>();

    for (Map<String, Object> row : transferFiles(monitorId)) {
        Integer status = Json.intOrNull(row, "status");
        if (status != null && NOT_SUCCEEDED.contains(status)) failed.add(row);
    }

    return failed;
}

public int retryFailed(String monitorId) {
    List<Map<String, Object>> rows = failedFiles(monitorId);
    if (rows.isEmpty()) return 0;

    List<Object> filesRetry = new ArrayList<>();

    for (Map<String, Object> row : rows) {
        String path = Json.str(row, "sourceFilePath");
        if (path == null) continue;
        filesRetry.add(Json.newObj("filePath", path, "isDir", Json.bool(row, "isFolder", false)));
    }

    api("POST", "/api/transfers/" + monitorId + "/retry", Json.newObj("filesRetry", filesRetry));

    return rows.size();
}

const sleep = (ms) => new Promise((resolve) => setTimeout(resolve, ms));

export async function wait(monitorId, { timeout = 3600, interval = 3 } = {}) {
  const deadline = Date.now() + timeout * 1000;

  while (Date.now() < deadline) {
    const detail = await api("GET", `/api/transfers/${monitorId}`);

    if (isTerminal(detail)) return detail;

    await sleep(interval * 1000);
  }

  throw new Error(`timeout waiting for ${monitorId}`);
}

export async function failedFiles(monitorId) {
  const result = (await api("GET", `/api/transfers/${monitorId}/files`, null, {
    state: "any", size: 500,
  })) || {};

  return (result.children || []).filter((row) => NOT_SUCCEEDED.has(row.status));
}

export async function retryFailed(monitorId) {
  const rows = await failedFiles(monitorId);

  if (rows.length === 0) return 0;

  await api("POST", `/api/transfers/${monitorId}/retry`, {
    filesRetry: rows
      .filter((row) => row.sourceFilePath)
      .map((row) => ({ filePath: row.sourceFilePath, isDir: Boolean(row.isFolder) })),
  });

  return rows.length;
}

public async Task<JsonObject> WaitAsync(string monitorId, int timeoutSeconds = 3600,
    int intervalSeconds = 3)
{
    long deadline = Environment.TickCount64 + timeoutSeconds * 1000L;

    while (Environment.TickCount64 < deadline)
    {
        JsonObject detail = await ApiObjAsync("GET", "/api/transfers/" + monitorId)
            .ConfigureAwait(false);

        if (IsTerminal(detail)) return detail;

        await Task.Delay(intervalSeconds * 1000).ConfigureAwait(false);
    }

    throw new ApiError(0, "timeout waiting for " + monitorId);
}

public async Task<List<JsonObject>> FailedFilesAsync(string monitorId)
{
    List<JsonObject> rows = await TransferFilesAsync(monitorId).ConfigureAwait(false);

    return rows.Where(row =>
    {
        int? status = J.IntOrNull(row, "status");
        return status != null && NotSucceeded.Contains(status.Value);
    }).ToList();
}

/// <summary>Only callable once the transfer has reached a terminal state.</summary>
public async Task<int> RetryFailedAsync(string monitorId)
{
    List<JsonObject> rows = await FailedFilesAsync(monitorId).ConfigureAwait(false);
    if (rows.Count == 0) return 0;

    var filesRetry = new JsonArray();

    foreach (JsonObject row in rows)
    {
        string path = J.Str(row, "sourceFilePath");
        if (path == null) continue;

        filesRetry.Add(new JsonObject
        {
            ["filePath"] = path,
            ["isDir"] = J.Bool(row, "isFolder", false),
        });
    }

    await ApiAsync("POST", "/api/transfers/" + monitorId + "/retry",
        new JsonObject { ["filesRetry"] = filesRetry }).ConfigureAwait(false);

    return rows.Count;
}

for step, automation_id in enumerate([collect_id, archive_id], start=1):
    runs = api("GET", f"/api/automations/{automation_id}/executions") or []
    latest = runs[0] if runs else {}

    if latest.get("status") not in (None, STATUS_COMPLETE):
        print(f"step {step} failed, retried {retry_failed(latest['monitorId'])} files")
        break

List<String> stepIds = List.of(collectId, archiveId);

for (int i = 0; i < stepIds.size(); i++) {
    List<Map<String, Object>> runs = client.executions(stepIds.get(i));
    Map<String, Object> latest = runs.isEmpty() ? Map.of() : runs.get(0);
    Integer status = Json.intOrNull(latest, "status");

    if (status != null && status != InnorixClient.STATUS_COMPLETE) {
        int count = client.retryFailed(Json.str(latest, "monitorId"));
        System.out.printf("%d단계 실패, 재전송 %d건%n", i + 1, count);
        break;
    }
}

const stepIds = [collectId, archiveId];

for (const [index, automationId] of stepIds.entries()) {
  const runs = (await client.executions(automationId)) || [];
  const latest = runs[0] || {};

  if (latest.status !== undefined && latest.status !== STATUS_COMPLETE) {
    const count = await client.retryFailed(latest.monitorId);
    console.log(`${index + 1}단계 실패, 재전송 ${count}건`);
    break;
  }
}

var stepIds = new[] { collectId, archiveId };

for (int index = 0; index < stepIds.Length; index++)
{
    List<JsonObject> runs = J.AsList(await client.ExecutionsAsync(stepIds[index]));
    JsonObject latest = runs.Count > 0 ? runs[0] : new JsonObject();
    int? status = J.IntOrNull(latest, "status");

    if (status != null && status != InnorixClient.StatusComplete)
    {
        int count = await client.RetryFailedAsync(J.Str(latest, "monitorId"));
        Console.WriteLine(
quot;{index + 1}단계 실패, 재전송 {count}건");
        break;
    }
}