feat(source-marketo): migrate bulk export streams to low-code with custom components #75475
There are no files selected for viewing
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
|
|
@@ -228,6 +228,190 @@ definitions: | |
| path: ["program_id"] | ||
| value: "{{ stream_partition['program_id'] }}" | ||
|
|
||
| # ----------------------------------------------------------------------- | ||
| # Bulk export streams (Leads + Activities) using AsyncRetriever | ||
| # ----------------------------------------------------------------------- | ||
|
|
||
| # Leads bulk export stream | ||
| # API Docs: https://developers.marketo.com/rest-api/bulk-extract/bulk-lead-extract/ | ||
| leads_stream: | ||
| type: DeclarativeStream | ||
| name: "leads" | ||
| primary_key: "id" | ||
| schema_loader: | ||
| type: CustomSchemaLoader | ||
| class_name: components.MarketoLeadsSchemaLoader | ||
| retriever: | ||
| type: AsyncRetriever | ||
| record_selector: | ||
| type: RecordSelector | ||
| extractor: | ||
| type: DpathExtractor | ||
| field_path: [] | ||
| status_mapping: | ||
| type: AsyncJobStatusMap | ||
| running: | ||
| - "Queued" | ||
| - "Processing" | ||
| completed: | ||
| - "Completed" | ||
| failed: | ||
| - "Cancelled" | ||
| - "Failed" | ||
| timeout: [] | ||
| status_extractor: | ||
| type: DpathExtractor | ||
| field_path: | ||
| - "result" | ||
| - "0" | ||
| - "status" | ||
| download_target_extractor: | ||
| type: DpathExtractor | ||
| field_path: | ||
| - "result" | ||
| - "0" | ||
| - "exportId" | ||
| creation_requester: | ||
| type: CustomRequester | ||
| class_name: components.MarketoBulkExportCreationRequester | ||
| create_requester: | ||
| type: HttpRequester | ||
| url_base: "{{ config['domain_url'].rstrip('/') }}/" | ||
|
Contributor
There was a problem hiding this comment. P2: Activity stream naming diverges from
|
||
| path: "bulk/v1/leads/export/create.json" | ||
| http_method: POST | ||
| authenticator: "#/definitions/authenticator" | ||
| error_handler: | ||
|
Contributor
There was a problem hiding this comment. P2:
|
||
| type: DefaultErrorHandler | ||
| max_retries: 3 | ||
| $parameters: | ||
| name: "leads_create" | ||
| enqueue_requester: | ||
| type: HttpRequester | ||
| url_base: "{{ config['domain_url'].rstrip('/') }}/" | ||
| path: "bulk/v1/leads/export/{{ stream_slice.extra_fields['export_id'] }}/enqueue.json" | ||
| http_method: POST | ||
| authenticator: "#/definitions/authenticator" | ||
| $parameters: | ||
| name: "leads_enqueue" | ||
| include_fields_from_describe: "true" | ||
| polling_requester: | ||
| type: HttpRequester | ||
| url_base: "{{ config['domain_url'].rstrip('/') }}/" | ||
| path: "bulk/v1/leads/export/{{ creation_response['result'][0]['exportId'] }}/status.json" | ||
| http_method: GET | ||
| authenticator: "#/definitions/authenticator" | ||
| download_requester: | ||
| type: HttpRequester | ||
| url_base: "{{ config['domain_url'].rstrip('/') }}/" | ||
| path: "bulk/v1/leads/export/{{ creation_response['result'][0]['exportId'] }}/file.json" | ||
| http_method: GET | ||
| authenticator: "#/definitions/authenticator" | ||
| download_decoder: | ||
| type: CustomDecoder | ||
| class_name: components.MarketoCsvDecoder | ||
| polling_job_timeout: 60 | ||
| incremental_sync: | ||
| type: DatetimeBasedCursor | ||
| cursor_field: "updatedAt" | ||
| datetime_format: "%Y-%m-%dT%H:%M:%SZ" | ||
| start_datetime: "{{ config['start_date'] }}" | ||
| end_datetime: "{{ config.get('end_date', now_utc().strftime('%Y-%m-%dT%H:%M:%SZ')) }}" | ||
| cursor_granularity: "PT1S" | ||
| step: "P{{ config.get('window_in_days', 30) }}D" | ||
| transformations: | ||
| - type: CustomTransformation | ||
| class_name: components.MarketoRecordTransformation | ||
|
|
||
| # Activities bulk export stream template (used by DynamicDeclarativeStream) | ||
| # API Docs: https://developers.marketo.com/rest-api/bulk-extract/bulk-activity-extract/ | ||
| activities_stream_template: | ||
| type: DeclarativeStream | ||
| name: "placeholder_activity_stream" | ||
| primary_key: "marketoGUID" | ||
| schema_loader: | ||
| type: CustomSchemaLoader | ||
| class_name: components.MarketoActivitySchemaLoader | ||
| activity_attributes: "placeholder_attributes" | ||
| retriever: | ||
| type: AsyncRetriever | ||
| record_selector: | ||
| type: RecordSelector | ||
| extractor: | ||
| type: DpathExtractor | ||
| field_path: [] | ||
| status_mapping: | ||
| type: AsyncJobStatusMap | ||
| running: | ||
| - "Queued" | ||
| - "Processing" | ||
| completed: | ||
| - "Completed" | ||
| failed: | ||
| - "Cancelled" | ||
| - "Failed" | ||
| timeout: [] | ||
| status_extractor: | ||
| type: DpathExtractor | ||
| field_path: | ||
| - "result" | ||
| - "0" | ||
| - "status" | ||
| download_target_extractor: | ||
| type: DpathExtractor | ||
| field_path: | ||
| - "result" | ||
| - "0" | ||
| - "exportId" | ||
| creation_requester: | ||
| type: CustomRequester | ||
| class_name: components.MarketoBulkExportCreationRequester | ||
| create_requester: | ||
| type: HttpRequester | ||
| url_base: "{{ config['domain_url'].rstrip('/') }}/" | ||
| path: "bulk/v1/activities/export/create.json" | ||
| http_method: POST | ||
| authenticator: "#/definitions/authenticator" | ||
| error_handler: | ||
| type: DefaultErrorHandler | ||
| max_retries: 3 | ||
| $parameters: | ||
| name: "activities_create" | ||
| enqueue_requester: | ||
| type: HttpRequester | ||
| url_base: "{{ config['domain_url'].rstrip('/') }}/" | ||
| path: "bulk/v1/activities/export/{{ stream_slice.extra_fields['export_id'] }}/enqueue.json" | ||
| http_method: POST | ||
| authenticator: "#/definitions/authenticator" | ||
| $parameters: | ||
| name: "activities_enqueue" | ||
| polling_requester: | ||
| type: HttpRequester | ||
| url_base: "{{ config['domain_url'].rstrip('/') }}/" | ||
| path: "bulk/v1/activities/export/{{ creation_response['result'][0]['exportId'] }}/status.json" | ||
| http_method: GET | ||
| authenticator: "#/definitions/authenticator" | ||
| download_requester: | ||
| type: HttpRequester | ||
| url_base: "{{ config['domain_url'].rstrip('/') }}/" | ||
| path: "bulk/v1/activities/export/{{ creation_response['result'][0]['exportId'] }}/file.json" | ||
| http_method: GET | ||
| authenticator: "#/definitions/authenticator" | ||
| download_decoder: | ||
| type: CustomDecoder | ||
| class_name: components.MarketoCsvDecoder | ||
| polling_job_timeout: 60 | ||
| incremental_sync: | ||
| type: DatetimeBasedCursor | ||
| cursor_field: "activityDate" | ||
| datetime_format: "%Y-%m-%dT%H:%M:%SZ" | ||
| start_datetime: "{{ config['start_date'] }}" | ||
| end_datetime: "{{ config.get('end_date', now_utc().strftime('%Y-%m-%dT%H:%M:%SZ')) }}" | ||
| cursor_granularity: "PT1S" | ||
| step: "P{{ config.get('window_in_days', 30) }}D" | ||
| transformations: | ||
| - type: CustomTransformation | ||
| class_name: components.MarketoRecordTransformation | ||
|
|
||
| streams: | ||
| # Full refresh streams | ||
| - "#/definitions/activity_types_stream" | ||
|
|
@@ -244,6 +428,36 @@ streams: | |
| # Substreams | ||
| - "#/definitions/program_tokens_stream" | ||
|
|
||
| # Bulk export streams | ||
| - "#/definitions/leads_stream" | ||
|
|
||
| dynamic_streams: | ||
| - type: DynamicDeclarativeStream | ||
| stream_template: | ||
| $ref: "#/definitions/activities_stream_template" | ||
| components_resolver: | ||
| type: HttpComponentsResolver | ||
| retriever: | ||
| type: SimpleRetriever | ||
| requester: | ||
| $ref: "#/definitions/requester" | ||
| path: "rest/v1/activities/types.json" | ||
| http_method: GET | ||
| record_selector: | ||
| $ref: "#/definitions/selector" | ||
| paginator: | ||
| $ref: "#/definitions/cursor_paginator" | ||
| components_mapping: | ||
| - type: ComponentMappingDefinition | ||
| field_path: | ||
| - name | ||
| value: "activities_{{ components_values['name'] | lower | replace(' ', '_') }}" | ||
| - type: ComponentMappingDefinition | ||
| field_path: | ||
| - schema_loader | ||
| - activity_attributes | ||
| value: "{{ components_values.get('attributes', []) }}" | ||
|
|
||
| check: | ||
| type: CheckStream | ||
| stream_names: | ||
|
|
||
Oops, something went wrong.
Oops, something went wrong.
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
There was a problem hiding this comment.
Choose a reason for hiding this comment
The reason will be displayed to describe this comment to others. Learn more.
P1:
polling_job_timeout: 60is 60 minutes — verify this is sufficientThe
polling_job_timeoutinAsyncRetrieveris specified in minutes. The original implementation had no timeout — it polled indefinitely until the job completed or failed.Marketo bulk exports for large datasets can take well over an hour. A 60-minute timeout may cause legitimate long-running exports to be treated as timeouts, failing the sync.
Consider:
There was a problem hiding this comment.
Choose a reason for hiding this comment
The reason will be displayed to describe this comment to others. Learn more.
Fixed in 5f6419d. Increased
polling_job_timeoutfrom 60 to 240 minutes for both the leads and activities streams inmanifest.yaml. This provides a generous buffer for large bulk exports while still having a finite timeout (the original had no timeout and polled indefinitely).