Managing Genesys Cloud Recording Controls via Python Orchestration Layer

What You Will Build

• A Python orchestration service that constructs, validates, and dispatches recording control directives to Genesys Cloud conversations while enforcing duration limits, verifying consent, and tracking state transitions.
• The code uses the Genesys Cloud REST API (/api/v2/conversations/{id}/recordings) and mirrors the Web SDK payload contract for server-side control.
• The implementation is written in Python 3.10+ using httpx, pydantic, and websockets for async execution and schema validation.

Prerequisites

• OAuth 2.0 Client Credentials flow with scopes: conversation:view, conversation:control, recording:view, recording:control
• Genesys Cloud REST API v2
• Python 3.10 or higher
• External dependencies: httpx==0.27.0, pydantic==2.6.0, websockets==12.0, pydantic-settings==2.1.0
• Install dependencies: pip install httpx pydantic websockets pydantic-settings

Authentication Setup

Genesys Cloud requires a bearer token for all recording control operations. The following code implements a token cache with automatic refresh logic to prevent unnecessary authentication requests and handle 401 expiration gracefully.

import httpx
import time
from pydantic import BaseModel, Field
from typing import Optional

class OAuthConfig(BaseModel):
    client_id: str
    client_secret: str
    base_url: str = "https://api.mypurecloud.com"
    token_url: str = "https://login.mypurecloud.com/oauth/token"

class TokenCache:
    def __init__(self, config: OAuthConfig):
        self.config = config
        self.token: Optional[str] = None
        self.expires_at: float = 0.0
        self.client = httpx.AsyncClient(timeout=10.0)

    async def get_token(self) -> str:
        if self.token and time.time() < self.expires_at - 60:
            return self.token
        payload = {
            "grant_type": "client_credentials",
            "client_id": self.config.client_id,
            "client_secret": self.config.client_secret,
            "scope": "conversation:view conversation:control recording:view recording:control"
        }
        response = await self.client.post(self.config.token_url, data=payload)
        response.raise_for_status()
        data = response.json()
        self.token = data["access_token"]
        self.expires_at = time.time() + data["expires_in"]
        return self.token

    async def close(self):
        await self.client.aclose()

The token cache checks expiration before issuing a new request. The scope parameter matches the exact permissions required for recording control. The httpx.AsyncClient handles connection pooling automatically.

Implementation

Step 1: Control Payload Construction and Schema Validation

Genesys Cloud recording control requires precise payload structures. The Web SDK expects a state matrix containing start, stop, pause, or resume directives. Pydantic validates these payloads against client constraints before dispatch.

from pydantic import BaseModel, Field, field_validator
from enum import Enum
import time

class RecordingAction(str, Enum):
    START = "start"
    STOP = "stop"
    PAUSE = "pause"
    RESUME = "resume"

class ControlDirective(BaseModel):
    action: RecordingAction
    conversation_id: str
    recording_id: Optional[str] = None
    max_duration_seconds: int = Field(default=7200, gt=0, le=14400)
    consent_verified: bool = False
    initiated_at: float = Field(default_factory=time.time)

    @field_validator("conversation_id")
    @classmethod
    def validate_conversation_id(cls, v: str) -> str:
        if not v or len(v) < 10:
            raise ValueError("conversation_id must be a valid Genesys Cloud UUID or identifier")
        return v

class RecordingStateMatrix:
    def __init__(self):
        self.active_recordings: dict[str, ControlDirective] = {}
        self.stop_triggers: dict[str, float] = {}

    def register(self, directive: ControlDirective) -> None:
        if directive.action == RecordingAction.START:
            if directive.conversation_id in self.active_recordings:
                raise ValueError("Conversation already has an active recording")
            self.active_recordings[directive.conversation_id] = directive
            self.stop_triggers[directive.conversation_id] = (
                directive.initiated_at + directive.max_duration_seconds
            )

    def check_auto_stop(self) -> list[str]:
        expired = []
        current = time.time()
        for conv_id, trigger_at in self.stop_triggers.items():
            if current >= trigger_at and conv_id in self.active_recordings:
                expired.append(conv_id)
        return expired

The ControlDirective model enforces maximum duration limits (1 to 14400 seconds) and requires explicit consent verification. The RecordingStateMatrix tracks active sessions and evaluates automatic stop triggers based on elapsed time.

Step 2: Consent Verification and Capability Validation

Before issuing a recording directive, the service must verify user consent and validate browser capability flags. This step queries the conversation details endpoint to confirm participant status and checks configuration constraints.

import logging

logger = logging.getLogger("recording_manager")

async def verify_consent_and_capabilities(
    client: httpx.AsyncClient,
    token: str,
    conversation_id: str,
    base_url: str
) -> bool:
    headers = {"Authorization": f"Bearer {token}", "Accept": "application/json"}
    url = f"{base_url}/api/v2/conversations/details/query"
    body = {
        "pageSize": 100,
        "filter": f"conversationId={conversation_id}",
        "view": "FULL"
    }
    response = await client.post(url, headers=headers, json=body)
    response.raise_for_status()
    data = response.json()
    
    if not data.get("items"):
        logger.warning("Conversation %s not found", conversation_id)
        return False

    conversation = data["items"][0]
    participants = conversation.get("participants", [])
    consent_flags = [p.get("consent", {}) for p in participants]
    all_consent = all(c.get("recording", False) for c in consent_flags if c)
    
    if not all_consent:
        logger.warning("Recording consent missing for conversation %s", conversation_id)
        return False

    media_config = conversation.get("media", {})
    capabilities = media_config.get("capabilities", {})
    if not capabilities.get("recording", False):
        logger.warning("Browser/media capability for recording disabled on %s", conversation_id)
        return False

    return True

The endpoint /api/v2/conversations/details/query returns participant consent flags and media capabilities. The function returns False if any participant lacks recording consent or if the client reports disabled recording capabilities. This prevents data corruption and compliance violations during scaling events.

Step 3: State Management and Duration Enforcement

Recording control requires atomic state transitions. The following function constructs the exact payload Genesys Cloud expects, applies retry logic for 429 rate limits, and handles automatic stop triggers.

import asyncio

async def execute_recording_control(
    client: httpx.AsyncClient,
    token: str,
    directive: ControlDirective,
    base_url: str,
    max_retries: int = 3
) -> dict:
    url = f"{base_url}/api/v2/conversations/{directive.conversation_id}/recordings"
    headers = {
        "Authorization": f"Bearer {token}",
        "Content-Type": "application/json",
        "Accept": "application/json"
    }

    payload = {
        "action": directive.action.value,
        "recordingId": directive.recording_id,
        "maxDuration": directive.max_duration_seconds
    }

    for attempt in range(1, max_retries + 1):
        try:
            response = await client.post(url, headers=headers, json=payload)
            
            if response.status_code == 429:
                retry_after = int(response.headers.get("Retry-After", 2 ** attempt))
                logger.warning("Rate limited. Retrying in %s seconds (attempt %s)", retry_after, attempt)
                await asyncio.sleep(retry_after)
                continue
            
            response.raise_for_status()
            return response.json()
            
        except httpx.HTTPStatusError as e:
            if e.response.status_code in (401, 403):
                raise PermissionError(f"Auth failure on recording control: {e}")
            if attempt == max_retries:
                raise RuntimeError(f"Control failed after {max_retries} attempts: {e}")
            await asyncio.sleep(1)

The payload maps directly to the Genesys Cloud recording control API. The retry loop handles 429 responses with exponential backoff. The function raises explicit errors for authentication failures and exhausted retries.

Step 4: Webhook Synchronization and Audit Logging

External media processors require synchronized events. The service exposes a WebSocket endpoint that accepts postMessage-style payloads from the Web SDK, validates them, and forwards control directives while generating structured audit logs.

import json
import logging
from logging.handlers import RotatingFileHandler

audit_logger = logging.getLogger("recording_audit")
audit_logger.setLevel(logging.INFO)
handler = RotatingFileHandler("recording_audit.log", maxBytes=5*1024*1024, backupCount=5)
handler.setFormatter(logging.Formatter("%(asctime)s | %(levelname)s | %(message)s"))
audit_logger.addHandler(handler)

async def handle_websocket_message(websocket, message: str, token_cache: TokenCache, state: RecordingStateMatrix) -> None:
    try:
        payload = json.loads(message)
        directive = ControlDirective.model_validate(payload)
    except Exception as e:
        await websocket.send(json.dumps({"error": "Invalid payload", "details": str(e)}))
        return

    token = await token_cache.get_token()
    consent_ok = await verify_consent_and_capabilities(
        token_cache.client, token, directive.conversation_id, token_cache.config.base_url
    )
    
    if not consent_ok:
        audit_logger.warning("CONSENT_FAILED | conv=%s | action=%s", directive.conversation_id, directive.action)
        await websocket.send(json.dumps({"status": "rejected", "reason": "consent_missing"}))
        return

    directive.consent_verified = True
    state.register(directive)
    
    try:
        result = await execute_recording_control(
            token_cache.client, token, directive, token_cache.config.base_url
        )
        audit_logger.info(
            "CONTROL_SUCCESS | conv=%s | action=%s | recording=%s | latency=%s",
            directive.conversation_id,
            directive.action,
            result.get("recordingId"),
            time.time() - directive.initiated_at
        )
        await websocket.send(json.dumps({"status": "accepted", "recording": result}))
    except Exception as e:
        audit_logger.error("CONTROL_FAILED | conv=%s | action=%s | error=%s", directive.conversation_id, directive.action, str(e))
        await websocket.send(json.dumps({"status": "failed", "error": str(e)}))

The WebSocket handler parses incoming messages, validates them against the ControlDirective schema, verifies consent, executes the control call, and writes structured audit logs. The latency tracking captures toggle success rates for efficiency monitoring.

Complete Working Example

The following script combines all components into a production-ready recording manager. It initializes authentication, starts the WebSocket bridge, and runs periodic auto-stop checks.

import asyncio
import websockets
import logging
import sys

logging.basicConfig(level=logging.INFO, format="%(asctime)s | %(name)s | %(levelname)s | %(message)s")

async def auto_stop_loop(state: RecordingStateMatrix, token_cache: TokenCache, interval: float = 5.0) -> None:
    while True:
        expired = state.check_auto_stop()
        for conv_id in expired:
            directive = state.active_recordings.pop(conv_id, None)
            if directive:
                state.stop_triggers.pop(conv_id, None)
                stop_directive = ControlDirective(
                    action=RecordingAction.STOP,
                    conversation_id=conv_id,
                    recording_id=directive.recording_id,
                    max_duration_seconds=directive.max_duration_seconds,
                    consent_verified=True
                )
                token = await token_cache.get_token()
                await execute_recording_control(token_cache.client, token, stop_directive, token_cache.config.base_url)
                audit_logger.info("AUTO_STOP_TRIGGERED | conv=%s", conv_id)
        await asyncio.sleep(interval)

async def main() -> None:
    config = OAuthConfig(client_id="YOUR_CLIENT_ID", client_secret="YOUR_CLIENT_SECRET")
    token_cache = TokenCache(config)
    state = RecordingStateMatrix()

    async with websockets.serve(lambda ws: handle_websocket_message(ws, "", token_cache, state), "127.0.0.1", 8765):
        asyncio.create_task(auto_stop_loop(state, token_cache))
        logging.info("Recording manager listening on ws://127.0.0.1:8765")
        await asyncio.Future()

    await token_cache.close()

if __name__ == "__main__":
    try:
        asyncio.run(main())
    except KeyboardInterrupt:
        logging.info("Shutting down recording manager")
        sys.exit(0)

The script initializes the token cache, starts the WebSocket listener on port 8765, and spawns a background task that checks for expired recordings every 5 seconds. The auto_stop_loop enforces maximum duration limits by issuing stop directives automatically.

Common Errors & Debugging

Error: 401 Unauthorized

• What causes it: Expired access token or invalid client credentials.
• How to fix it: Ensure the token cache refreshes before expiration. Check client_id and client_secret in OAuthConfig. Verify the OAuth application has the recording:control scope assigned in the Genesys Cloud admin console.
• Code showing the fix: The TokenCache.get_token() method checks expires_at and refreshes automatically. If 401 persists, rotate credentials and verify scope assignments.

Error: 403 Forbidden

• What causes it: The OAuth client lacks the required scopes or the conversation belongs to a different organization.
• How to fix it: Assign conversation:control and recording:control scopes to the OAuth application. Verify the conversation_id matches the authenticated organization.
• Code showing the fix: Update the scope field in TokenCache to include all required permissions. Use the organization-specific base URL if operating in a multi-org environment.

Error: 429 Too Many Requests

• What causes it: Exceeding Genesys Cloud rate limits during rapid toggle operations or scaling events.
• How to fix it: Implement exponential backoff and respect the Retry-After header.
• Code showing the fix: The execute_recording_control function reads Retry-After and sleeps before retrying. Increase max_retries if operating under heavy load.

Error: 400 Bad Request (Validation Failure)

• What causes it: Invalid conversation_id, missing recordingId for stop/pause actions, or exceeding maximum duration limits.
• How to fix it: Validate payloads against the Pydantic schema before dispatch. Ensure recording_id is populated for non-start actions.
• Code showing the fix: The ControlDirective model uses field_validator to enforce identifier format and duration bounds. Catch pydantic.ValidationError at the WebSocket entry point.

Error: WebSocket Connection Refused or postMessage Mismatch

• What causes it: The Web SDK client sends malformed JSON or connects to an incorrect endpoint.
• How to fix it: Verify the client payload matches the ControlDirective schema. Use model_validate to parse incoming messages.
• Code showing the fix: The handle_websocket_message function wraps parsing in a try-except block and returns structured error responses to the client.

Official References

• Genesys Cloud Recording API Documentation
• Conversation Control Endpoints
• OAuth 2.0 Client Credentials Flow
• Web SDK Message Contract Reference
• Pydantic Validation Guide
• httpx Async Client Documentation