AirbyteEstimateTraceMessage

airbyte-cdk/python/airbyte_cdk/models/airbyte_protocol.py

@@ -81,6 +81,7 @@ class Config:
 
 class TraceType(Enum):
     ERROR = "ERROR"
+    ESTIMATE = "ESTIMATE"
 
 
 class FailureType(Enum):
@@ -98,6 +99,28 @@ class Config:
     failure_type: Optional[FailureType] = Field(None, description="The type of error")
 
 
+class EstimateType(Enum):
+    STREAM = "STREAM"
+    SYNC = "SYNC"
+
+
+class AirbyteEstimateTraceMessage(BaseModel):
+    class Config:
+        extra = Extra.allow
+
+    name: str = Field(..., description="The name of the stream")
+    type: EstimateType = Field(..., description="The type of estimate", title="estimate type")
+    namespace: Optional[str] = Field(None, description="The namespace of the stream")
+    row_estimate: Optional[int] = Field(
+        None,
+        description="The estimated number of rows to be emitted by this sync for this stream",
+    )
+    byte_estimate: Optional[int] = Field(
+        None,
+        description="The estimated number of bytes to be emitted by this sync for this stream",
+    )
+
+
 class OrchestratorType(Enum):
     CONNECTOR_CONFIG = "CONNECTOR_CONFIG"
 
@@ -213,6 +236,10 @@ class Config:
     type: TraceType = Field(..., description="the type of trace message", title="trace type")
     emitted_at: float = Field(..., description="the time in ms that the message was emitted")
     error: Optional[AirbyteErrorTraceMessage] = Field(None, description="error trace message: the error object")
+    estimate: Optional[AirbyteEstimateTraceMessage] = Field(
+        None,
+        description="Estimate trace message: a guess at how much data will be produced in this sync",
+    )
 
 
 class AirbyteControlMessage(BaseModel):

airbyte-cdk/python/airbyte_cdk/sources/declarative/stream_slicers/datetime_stream_slicer.py

@@ -5,7 +5,6 @@
 import datetime
 import re
 from dataclasses import InitVar, dataclass, field
-from dateutil.relativedelta import relativedelta
 from typing import Any, Iterable, Mapping, Optional, Union
 
 from airbyte_cdk.models import SyncMode
@@ -17,6 +16,7 @@
 from airbyte_cdk.sources.declarative.stream_slicers.stream_slicer import StreamSlicer
 from airbyte_cdk.sources.declarative.types import Config, Record, StreamSlice, StreamState
 from dataclasses_jsonschema import JsonSchemaMixin
+from dateutil.relativedelta import relativedelta
 
 
 @dataclass
@@ -71,7 +71,9 @@ class DatetimeStreamSlicer(StreamSlicer, JsonSchemaMixin):
     stream_state_field_end: Optional[str] = None
     lookback_window: Optional[Union[InterpolatedString, str]] = None
 
-    timedelta_regex = re.compile(r"((?P<years>[\.\d]+?)y)?" r"((?P<months>[\.\d]+?)m)?" r"((?P<weeks>[\.\d]+?)w)?" r"((?P<days>[\.\d]+?)d)?$")
+    timedelta_regex = re.compile(
+        r"((?P<years>[\.\d]+?)y)?" r"((?P<months>[\.\d]+?)m)?" r"((?P<weeks>[\.\d]+?)w)?" r"((?P<days>[\.\d]+?)d)?$"
+    )
 
     def __post_init__(self, options: Mapping[str, Any]):
         if not isinstance(self.start_datetime, MinMaxDatetime):

airbyte-cdk/python/unit_tests/sources/declarative/test_factory.py

@@ -3,7 +3,6 @@
 #
 
 import datetime
-from dateutil.relativedelta import relativedelta
 from typing import List, Optional, Union
 
 import pytest
@@ -41,6 +40,7 @@
 from airbyte_cdk.sources.declarative.stream_slicers.list_stream_slicer import ListStreamSlicer
 from airbyte_cdk.sources.declarative.transformations import AddFields, RemoveFields
 from airbyte_cdk.sources.declarative.transformations.add_fields import AddedFieldDefinition
+from dateutil.relativedelta import relativedelta
 from jsonschema import ValidationError
 
 factory = DeclarativeComponentFactory()

airbyte-commons-worker/src/main/java/io/airbyte/workers/internal/AirbyteMessageTracker.java

@@ -250,6 +250,7 @@ private void handleEmittedOrchestratorConnectorConfig(final AirbyteControlConnec
    */
   private void handleEmittedTrace(final AirbyteTraceMessage traceMessage, final ConnectorType connectorType) {
     switch (traceMessage.getType()) {
+      case ESTIMATE -> handleEmittedEstimateTrace(traceMessage, connectorType);
       case ERROR -> handleEmittedErrorTrace(traceMessage, connectorType);
       default -> log.warn("Invalid message type for trace message: {}", traceMessage);
     }
@@ -263,6 +264,11 @@ private void handleEmittedErrorTrace(final AirbyteTraceMessage errorTraceMessage
     }
   }
 
+  @SuppressWarnings("PMD") // until method is implemented
+  private void handleEmittedEstimateTrace(final AirbyteTraceMessage estimateTraceMessage, final ConnectorType connectorType) {
+
+  }
+
   private short getStreamIndex(final String streamName) {
     if (!streamNameToIndex.containsKey(streamName)) {
       streamNameToIndex.put(streamName, nextStreamIndex);

airbyte-protocol/protocol-models/src/main/resources/airbyte_protocol/airbyte_protocol.yaml

@@ -4,7 +4,7 @@
 title: AirbyteProtocol
 type: object
 description: AirbyteProtocol structs
-version: 0.3.1
+version: 0.3.2
 properties:
   airbyte_message:
     "$ref": "#/definitions/AirbyteMessage"
@@ -174,12 +174,16 @@ definitions:
         type: string
         enum:
           - ERROR
+          - ESTIMATE
       emitted_at:
         description: "the time in ms that the message was emitted"
         type: number
       error:
         description: "error trace message: the error object"
         "$ref": "#/definitions/AirbyteErrorTraceMessage"
+      estimate:
+        description: "Estimate trace message: a guess at how much data will be produced in this sync"
+        "$ref": "#/definitions/AirbyteEstimateTraceMessage"
   AirbyteErrorTraceMessage:
     type: object
     additionalProperties: true
@@ -201,6 +205,32 @@ definitions:
         enum:
           - system_error
           - config_error
+  AirbyteEstimateTraceMessage:
+    type: object
+    additionalProperties: true
+    required:
+      - name
+      - type
+    properties:
+      name:
+        description: The name of the stream
+        type: string
+      type:
+        title: "estimate type" # this title is required to avoid python codegen conflicts with the "type" parameter in AirbyteMessage. See https://github.com/airbytehq/airbyte/pull/12581
+        description: The type of estimate
+        type: string
+        enum:
+          - STREAM
+          - SYNC
+      namespace:
+        description: The namespace of the stream
+        type: string
+      row_estimate:
+        description: The estimated number of rows to be emitted by this sync for this stream
+        type: integer
+      byte_estimate:
+        description: The estimated number of bytes to be emitted by this sync for this stream
+        type: integer
   AirbyteControlMessage:
     type: object
     additionalProperties: true

docs/understanding-airbyte/airbyte-protocol.md

@@ -28,6 +28,7 @@ The Airbyte Protocol is versioned independently of the Airbyte Platform, and the
 
 | Version  | Date of Change | Pull Request(s)                                                                                                     | Subject                                                                          |
 | :------- | :------------- | :------------------------------------------------------------------------------------------------------------------ | :------------------------------------------------------------------------------- |
+| `v0.3.2` | 2022-10-128    | [18875](https://github.com/airbytehq/airbyte/pull/18875)                                                            | `AirbyteEstimateTraceMessage` added                                              |
 | `v0.3.1` | 2022-10-12     | [17907](https://github.com/airbytehq/airbyte/pull/17907)                                                            | `AirbyteControlMessage.ConnectorConfig` added                                    |
 | `v0.3.0` | 2022-09-09     | [16479](https://github.com/airbytehq/airbyte/pull/16479)                                                            | `AirbyteLogMessage.stack_trace` added                                            |
 | `v0.2.0` | 2022-06-10     | [13573](https://github.com/airbytehq/airbyte/pull/13573) & [12586](https://github.com/airbytehq/airbyte/pull/12586) | `STREAM` and `GLOBAL` STATE messages                                             |
@@ -759,7 +760,7 @@ AirbyteLogMessage:
 
 ### AirbyteTraceMessage
 
-The trace message allows an Actor to emit metadata about the runtime of the Actor. As currently implemented, it allows an Actor to surface information about errors. This message is designed to grow to handle other use cases, including progress and performance metrics.
+The trace message allows an Actor to emit metadata about the runtime of the Actor, such as errors or estimates. This message is designed to grow to handle other use cases, including additonal performance metrics.
 
 ```yaml
 AirbyteTraceMessage:
@@ -775,12 +776,16 @@ AirbyteTraceMessage:
       type: string
       enum:
         - ERROR
+        - ESTIMATE
     emitted_at:
       description: "the time in ms that the message was emitted"
       type: number
     error:
       description: "error trace message: the error object"
       "$ref": "#/definitions/AirbyteErrorTraceMessage"
+    estimate:
+      description: "Estimate trace message: a guess at how much data will be produced in this sync"
+      "$ref": "#/definitions/AirbyteEstimateTraceMessage"
 AirbyteErrorTraceMessage:
   type: object
   additionalProperties: true
@@ -802,8 +807,47 @@ AirbyteErrorTraceMessage:
       enum:
         - system_error
         - config_error
+AirbyteEstimateTraceMessage:
+  type: object
+  additionalProperties: true
+  required:
+    - name
+    - type
+  properties:
+    name:
+      description: The name of the stream
+      type: string
+    type:
+      description: The type of estimate
+      type: string
+      enum:
+        - STREAM
+        - SYNC
+    namespace:
+      description: The namespace of the stream
+      type: string
+    row_estimate:
+      description: The estimated number of rows to be emitted by this sync for this stream
+      type: integer
+    byte_estimate:
+      description: The estimated number of bytes to be emitted by this sync for this stream
+      type: integer
 ```
 
+#### AirbyteErrorTraceMessage
+
+Error Trace Messages are used when a sync is about to fail and the connector can provide meaningful information to the orhcestrator or user about what to do next.
+
+Of note, an `internal_message` might be an exception code, but an `external_message` is meant to be user-facing, e.g. "Your API Key is invalid".
+
+Syncs can fail for multiple reasons, and therefore multiple `AirbyteErrorTraceMessage` can be sent from a connector.
+
+#### AirbyteEstimateTraceMessage
+
+Estimate Trace Messages are used by connectors to inform the orchestrator about how much data they expect to move within the sync. This ise useful to present the user with estimates of the time remaining in the sync, or percentage complete. An example of this would be for every stream about to be synced from a databse to provde a `COUNT (*) from {table_name} where updated_at > {state}` to provide an estimate of the rows to be sent in this sync.
+
+`AirbyteEstimateTraceMessage` should be emitted early in the sync to provide an early estimate of the sync's duration. Multiple `AirbyteEstimateTraceMessage`s can be sent for the same stream, and an updated estimate will replace the previous value.
+
 ### AirbyteControlMessage
 
 An `AirbyteControlMessage` is for connectors to signal to the Airbyte Platform or Orchestrator that an action with a side-effect should be taken. This means that the Orchestrator will likely be altering some stored data about the connector, connection, or sync.