CLI reference¶

This document is intentionally concise and auto-generated from the current argparse tree. For guided workflows and examples, see CLI examples and DAG debugging.

Use:

dpone docs update-cli-reference
dpone docs update-cli-reference --check

This section is auto-generated by dpone docs update-cli-reference.

`dpone doctor`¶

Usage: dpone doctor [--profile {local,ci,production}] [--format {text,json,md}]
Options:
--profile PROFILE
--format FORMAT

`dpone init`¶

Usage: dpone init --source-type SOURCE_TYPE --sink-type SINK_TYPE --source-connection SOURCE_CONNECTION --sink-connection SINK_CONNECTION --source-schema SOURCE_SCHEMA --source-table SOURCE_TABLE --target-schema TARGET_SCHEMA --target-table TARGET_TABLE [--strategy STRATEGY] [--unique-key UNIQUE_KEY] --out OUT [--format {text,json,md}]
Options:
--source-type SOURCE_TYPE
--sink-type SINK_TYPE
--source-connection SOURCE_CONNECTION
--sink-connection SINK_CONNECTION
--source-schema SOURCE_SCHEMA
--source-table SOURCE_TABLE
--target-schema TARGET_SCHEMA
--target-table TARGET_TABLE
--strategy STRATEGY
--unique-key UNIQUE_KEY
--out OUT
--format FORMAT

`dpone plan`¶

Usage: dpone plan [--selector SELECTOR] [--apply-safe-schema] [--explain-strategy] [--format {text,json,md}] path
Positional arguments:
path
Options:
--selector SELECTOR
--apply-safe-schema
--explain-strategy
--format FORMAT

`dpone run`¶

Usage: dpone run [--selector SELECTOR] [--run-id RUN_ID] [--dag-id DAG_ID] [--execution-date EXECUTION_DATE] [--retry-attempts RETRY_ATTEMPTS] [--retry-backoff-seconds RETRY_BACKOFF_SECONDS] [--registry REGISTRY] [--format {text,json,md}] path
Positional arguments:
path — Path to a YAML manifest
Options:
--selector SELECTOR — Process selector inside a batch manifest
--run-id RUN_ID — Explicit run id; defaults to process name
--dag-id DAG_ID
--execution-date EXECUTION_DATE
--retry-attempts RETRY_ATTEMPTS — Retry failed process results this many times
--retry-backoff-seconds RETRY_BACKOFF_SECONDS — Sleep between failed attempts; defaults to no backoff
--registry REGISTRY — Path to a sources registry YAML (can be repeated)
--format FORMAT

`dpone resync`¶

Usage: dpone resync --run-id RUN_ID --source-type SOURCE_TYPE --sink-type SINK_TYPE --strategy STRATEGY [--partition PARTITION] [--artifact-dir ARTIFACT_DIR] [--yes] [--live-backend] [--connection-id CONNECTION_ID] [--connection-type {env,vault,airflow,params}] [--target-schema TARGET_SCHEMA] [--target-table TARGET_TABLE] [--staging-schema STAGING_SCHEMA] [--mount-point MOUNT_POINT] [--connection-path CONNECTION_PATH] [--format {text,json,md}]
Options:
--run-id RUN_ID
--source-type SOURCE_TYPE
--sink-type SINK_TYPE
--strategy STRATEGY
--partition PARTITION
--artifact-dir ARTIFACT_DIR
--yes — Mark replay as approved for execution
--live-backend — Execute through runtime SQL/Kafka replay backend when combined with --yes
--connection-id CONNECTION_ID — Target sink connection id used by the runtime replay backend
--connection-type CONNECTION_TYPE — Credential provider for --connection-id
--target-schema TARGET_SCHEMA — Target schema/database for DB replay backends
--target-table TARGET_TABLE — Target table or Kafka topic for live replay
--staging-schema STAGING_SCHEMA — Staging schema/database for DB replay backends
--mount-point MOUNT_POINT — Vault mount point when --connection-type vault is used
--connection-path CONNECTION_PATH — Vault path or provider-specific credential path
--format FORMAT

`dpone resume`¶

Usage: dpone resume [--from-stage FROM_STAGE] --source-type SOURCE_TYPE --sink-type SINK_TYPE --strategy STRATEGY [--artifact-dir ARTIFACT_DIR] [--yes] [--live-backend] [--connection-id CONNECTION_ID] [--connection-type {env,vault,airflow,params}] [--target-schema TARGET_SCHEMA] [--target-table TARGET_TABLE] [--staging-schema STAGING_SCHEMA] [--mount-point MOUNT_POINT] [--connection-path CONNECTION_PATH] [--format {text,json,md}] run_id
Positional arguments:
run_id
Options:
--from-stage FROM_STAGE
--source-type SOURCE_TYPE
--sink-type SINK_TYPE
--strategy STRATEGY
--artifact-dir ARTIFACT_DIR
--yes — Mark resume as approved for execution
--live-backend — Execute through runtime SQL/Kafka replay backend when combined with --yes
--connection-id CONNECTION_ID — Target sink connection id used by the runtime replay backend
--connection-type CONNECTION_TYPE — Credential provider for --connection-id
--target-schema TARGET_SCHEMA — Target schema/database for DB replay backends
--target-table TARGET_TABLE — Target table or Kafka topic for live replay
--staging-schema STAGING_SCHEMA — Staging schema/database for DB replay backends
--mount-point MOUNT_POINT — Vault mount point when --connection-type vault is used
--connection-path CONNECTION_PATH — Vault path or provider-specific credential path
--format FORMAT

`dpone run-report`¶

Usage: dpone run-report --run-id RUN_ID --pipeline PIPELINE [--rows ROWS] [--out-dir OUT_DIR] [--format {text,json,md}]
Options:
--run-id RUN_ID
--pipeline PIPELINE
--rows ROWS
--out-dir OUT_DIR
--format FORMAT

`dpone studio`¶

Usage: dpone studio [--host HOST] [--port PORT] [--serve] [--format {text,json,md}]
Options:
--host HOST
--port PORT
--serve — Start the local HTTP API server and block
--format FORMAT

`dpone certify`¶

Usage: dpone certify [--format {markdown,json}]
Options:
--format FORMAT

`dpone schema-plan`¶

Usage: dpone schema-plan --source SOURCE --target TARGET --table TABLE [--dialect {mssql,postgres,clickhouse,bigquery}] [--mode {strict,additive,widening}] [--on-type-change {fail,new_column}] [--new-column-prefix NEW_COLUMN_PREFIX] [--ddl-mode {online,safe_window,plan_only,manual_approval}] [--lock-timeout-seconds LOCK_TIMEOUT_SECONDS] [--statement-timeout-seconds STATEMENT_TIMEOUT_SECONDS] [--max-table-size-for-inline-ddl MAX_TABLE_SIZE_FOR_INLINE_DDL] [--apply-safe] [--plan-only] [--allow-drop] [--fail-on-breaking] [--format {text,json}]
Options:
--source SOURCE — Path to source columns JSON
--target TARGET — Path to target columns JSON
--table TABLE — Qualified target table, e.g. dbo.orders
--dialect DIALECT
--mode MODE
--on-type-change ON_TYPE_CHANGE
--new-column-prefix NEW_COLUMN_PREFIX
--ddl-mode DDL_MODE
--lock-timeout-seconds LOCK_TIMEOUT_SECONDS
--statement-timeout-seconds STATEMENT_TIMEOUT_SECONDS
--max-table-size-for-inline-ddl MAX_TABLE_SIZE_FOR_INLINE_DDL
--apply-safe — Alias for documenting runtime parity; CLI remains plan-only
--plan-only — Render plan without applying DDL (default CLI behavior)
--allow-drop
--fail-on-breaking
--format FORMAT

`dpone cdc-plan`¶

Usage: dpone cdc-plan --backend {postgres_logical,mssql_cdc,mssql_change_tracking} --schema SCHEMA --table TABLE [--slot-name SLOT_NAME] [--publication-name PUBLICATION_NAME] [--capture-instance CAPTURE_INSTANCE] [--format {text,json}]
Options:
--backend BACKEND
--schema SCHEMA
--table TABLE
--slot-name SLOT_NAME
--publication-name PUBLICATION_NAME
--capture-instance CAPTURE_INSTANCE
--format FORMAT

`dpone state`¶

`dpone state inspect`¶

Usage: dpone state inspect --backend {bigquery,postgres,mssql} --state-type {xmin,kafka_offsets,cdc_offsets,run_state} [--format {text,json,md}] identity
Positional arguments:
identity
Options:
--backend BACKEND
--state-type STATE_TYPE
--format FORMAT

`dpone state reset`¶

Usage: dpone state reset --backend {bigquery,postgres,mssql} --state-type {xmin,kafka_offsets,cdc_offsets,run_state} [--format {text,json,md}] [--yes] identity
Positional arguments:
identity
Options:
--backend BACKEND
--state-type STATE_TYPE
--format FORMAT
--yes

`dpone state export`¶

Usage: dpone state export --backend {bigquery,postgres,mssql} --state-type {xmin,kafka_offsets,cdc_offsets,run_state} [--format {text,json,md}] identity
Positional arguments:
identity
Options:
--backend BACKEND
--state-type STATE_TYPE
--format FORMAT

`dpone state replay-from`¶

Usage: dpone state replay-from --backend {bigquery,postgres,mssql} --state-type {xmin,kafka_offsets,cdc_offsets,run_state} [--format {text,json,md}] --offset OFFSET [--yes] identity
Positional arguments:
identity
Options:
--backend BACKEND
--state-type STATE_TYPE
--format FORMAT
--offset OFFSET
--yes

`dpone state compare`¶

Usage: dpone state compare --backend {bigquery,postgres,mssql} --state-type {xmin,kafka_offsets,cdc_offsets,run_state} [--format {text,json,md}] left right
Positional arguments:
left
right
Options:
--backend BACKEND
--state-type STATE_TYPE
--format FORMAT

`dpone connectors`¶

`dpone connectors list`¶

Usage: dpone connectors list [--format {text,json,md}]
Options:
--format FORMAT

`dpone connectors certify`¶

Usage: dpone connectors certify [--format {markdown,json}] [--artifact-dir ARTIFACT_DIR] [--fail-on-missing]
Options:
--format FORMAT
--artifact-dir ARTIFACT_DIR
--fail-on-missing

`dpone connectors scaffold`¶

Usage: dpone connectors scaffold [--root ROOT] [--connector-type {api,database,event,file}] [--capability {source,sink,state}] [--no-certification] [--format {text,json,md}] name
Positional arguments:
name
Options:
--root ROOT
--connector-type CONNECTOR_TYPE
--capability CAPABILITIES
--no-certification
--format FORMAT

`dpone ops`¶

`dpone ops artifact-index`¶

Usage: dpone ops artifact-index [--output-dir OUTPUT_DIR] [--root ROOT] [--release RELEASE] [--format {md,json}]
Options:
--output-dir OUTPUT_DIR
--root ROOT
--release RELEASE
--format FORMAT

`dpone ops certification-run`¶

Usage: dpone ops certification-run [--artifact-dir ARTIFACT_DIR] [--source SOURCE] [--sink SINK] [--strategy STRATEGY] [--row-count ROW_COUNT] [--format {md,json}]
Options:
--artifact-dir ARTIFACT_DIR
--source SOURCE
--sink SINK
--strategy STRATEGY
--row-count ROW_COUNT
--format FORMAT

`dpone ops certification-history`¶

Usage: dpone ops certification-history [--history-dir HISTORY_DIR] --release RELEASE --current-report CURRENT_REPORT [--previous-report PREVIOUS_REPORT] [--format {md,json}]
Options:
--history-dir HISTORY_DIR
--release RELEASE
--current-report CURRENT_REPORT
--previous-report PREVIOUS_REPORT
--format FORMAT

`dpone ops connector-badges`¶

Usage: dpone ops connector-badges [--output-dir OUTPUT_DIR] [--history-index HISTORY_INDEX] [--format {md,json}]
Options:
--output-dir OUTPUT_DIR
--history-index HISTORY_INDEX
--format FORMAT

`dpone ops contract-check`¶

Usage: dpone ops contract-check --rows-json ROWS_JSON --contract-json CONTRACT_JSON [--mode {fail,warn}] [--format {md,json}]
Options:
--rows-json ROWS_JSON
--contract-json CONTRACT_JSON
--mode MODE
--format FORMAT

`dpone ops quarantine-export`¶

Usage: dpone ops quarantine-export [--dir DIR] --run-id RUN_ID [--format {md,json}]
Options:
--dir DIR
--run-id RUN_ID
--format FORMAT

`dpone ops quarantine-replay`¶

Usage: dpone ops quarantine-replay [--dir DIR] --run-id RUN_ID [--yes] [--format {md,json}]
Options:
--dir DIR
--run-id RUN_ID
--yes
--format FORMAT

`dpone ops package-start`¶

Usage: dpone ops package-start [--dir DIR] --run-id RUN_ID --target TARGET [--chunk-id CHUNK_ID] [--format {md,json}]
Options:
--dir DIR
--run-id RUN_ID
--target TARGET
--chunk-id CHUNK_ID
--format FORMAT

`dpone ops package-commit`¶

Usage: dpone ops package-commit [--dir DIR] --load-id LOAD_ID --rows-loaded ROWS_LOADED [--state-after-json STATE_AFTER_JSON] [--format {md,json}]
Options:
--dir DIR
--load-id LOAD_ID
--rows-loaded ROWS_LOADED
--state-after-json STATE_AFTER_JSON
--format FORMAT

`dpone ops rollback-plan`¶

Usage: dpone ops rollback-plan --sink {mssql,postgres,clickhouse,bigquery} --target TARGET --load-id LOAD_ID [--strategy STRATEGY] [--format {md,json}]
Options:
--sink SINK
--target TARGET
--load-id LOAD_ID
--strategy STRATEGY
--format FORMAT

`dpone ops rollback-apply`¶

Usage: dpone ops rollback-apply --plan-json PLAN_JSON [--yes] [--format {md,json}]
Options:
--plan-json PLAN_JSON
--yes
--format FORMAT

`dpone ops rollback-execute`¶

Usage: dpone ops rollback-execute --sink {mssql,postgres,clickhouse,bigquery} --target TARGET --load-id LOAD_ID [--strategy STRATEGY] [--require-backup] [--yes] [--format {md,json}]
Options:
--sink SINK
--target TARGET
--load-id LOAD_ID
--strategy STRATEGY
--require-backup
--yes
--format FORMAT

`dpone ops marketplace`¶

Usage: dpone ops marketplace [--format {md,json}]
Options:
--format FORMAT

`dpone ops evidence-bundle`¶

Usage: dpone ops evidence-bundle [--artifact-dir ARTIFACT_DIR] --run-id RUN_ID --source SOURCE --sink SINK --strategy STRATEGY --rows-json ROWS_JSON --contract-json CONTRACT_JSON [--row-count ROW_COUNT] [--format {md,json}]
Options:
--artifact-dir ARTIFACT_DIR
--run-id RUN_ID
--source SOURCE
--sink SINK
--strategy STRATEGY
--rows-json ROWS_JSON
--contract-json CONTRACT_JSON
--row-count ROW_COUNT
--format FORMAT

`dpone ops evidence-chain`¶

Usage: dpone ops evidence-chain [--chain-dir CHAIN_DIR] --release RELEASE --artifact-index ARTIFACT_INDEX [--previous-entry PREVIOUS_ENTRY] [--format {md,json}]
Options:
--chain-dir CHAIN_DIR
--release RELEASE
--artifact-index ARTIFACT_INDEX
--previous-entry PREVIOUS_ENTRY
--format FORMAT

`dpone ops evidence-chain-verify`¶

Usage: dpone ops evidence-chain-verify [--chain-dir CHAIN_DIR] [--format {md,json}]
Options:
--chain-dir CHAIN_DIR
--format FORMAT

`dpone ops go-live-gate`¶

Usage: dpone ops go-live-gate --bundle-json BUNDLE_JSON [--format {md,json}]
Options:
--bundle-json BUNDLE_JSON
--format FORMAT

`dpone ops policy-evaluate`¶

Usage: dpone ops policy-evaluate --bundle-json BUNDLE_JSON --policy-json POLICY_JSON [--format {md,json}]
Options:
--bundle-json BUNDLE_JSON
--policy-json POLICY_JSON
--format FORMAT

`dpone ops diff`¶

Usage: dpone ops diff --source-rows-json SOURCE_ROWS_JSON --target-rows-json TARGET_ROWS_JSON --key KEY [--compare-columns COMPARE_COLUMNS] [--sample-limit SAMPLE_LIMIT] [--format {md,json}]
Options:
--source-rows-json SOURCE_ROWS_JSON
--target-rows-json TARGET_ROWS_JSON
--key KEY — Comma-separated business key columns
--compare-columns COMPARE_COLUMNS — Comma-separated columns to compare; defaults to all non-key columns
--sample-limit SAMPLE_LIMIT
--format FORMAT

`dpone ops security-audit`¶

Usage: dpone ops security-audit [--manifest-json MANIFEST_JSON] [--log-text LOG_TEXT] [--format {md,json}]
Options:
--manifest-json MANIFEST_JSON
--log-text LOG_TEXT
--format FORMAT

`dpone ops slo-evaluate`¶

Usage: dpone ops slo-evaluate --metrics-json METRICS_JSON --objectives-json OBJECTIVES_JSON [--format {md,json}]
Options:
--metrics-json METRICS_JSON
--objectives-json OBJECTIVES_JSON
--format FORMAT

`dpone ops incident-pack`¶

Usage: dpone ops incident-pack [--artifact-dir ARTIFACT_DIR] --incident-id INCIDENT_ID --title TITLE [--severity SEVERITY] [--artifact ARTIFACT] [--format {md,json}]
Options:
--artifact-dir ARTIFACT_DIR
--incident-id INCIDENT_ID
--title TITLE
--severity SEVERITY
--artifact ARTIFACT — Artifact reference as name=/path/to/file
--format FORMAT

`dpone ops release-gate`¶

Usage: dpone ops release-gate [--artifact-dir ARTIFACT_DIR] --release RELEASE [--artifact ARTIFACT] [--format {md,json}]
Options:
--artifact-dir ARTIFACT_DIR
--release RELEASE
--artifact ARTIFACT — Artifact reference as name=/path/to/file
--format FORMAT

`dpone ops production-maturity`¶

Usage: dpone ops production-maturity [--output-dir OUTPUT_DIR] --release RELEASE [--artifact ARTIFACT] [--require REQUIRE] [--format {md,json}]
Options:
--output-dir OUTPUT_DIR
--release RELEASE
--artifact ARTIFACT — Artifact reference as name=/path/to/file
--require REQUIRE — Required evidence domain; can be repeated
--format FORMAT

`dpone ops industrial-readiness`¶

Usage: dpone ops industrial-readiness [--output-dir OUTPUT_DIR] --release RELEASE [--artifact ARTIFACT] [--require REQUIRE] [--case CASE] [--format {md,json}]
Options:
--output-dir OUTPUT_DIR
--release RELEASE
--artifact ARTIFACT — Artifact reference as name=/path/to/file
--require REQUIRE — Required evidence domain; can be repeated
--case CASE — Required matrix case as source:sink:strategy; can be repeated
--format FORMAT

`dpone ops release-summary`¶

Usage: dpone ops release-summary [--output-dir OUTPUT_DIR] --release-id RELEASE_ID --replay-chain-dir REPLAY_CHAIN_DIR --matrix-suite MATRIX_SUITE --matrix-chain-dir MATRIX_CHAIN_DIR --connector-suite CONNECTOR_SUITE --connector-chain-dir CONNECTOR_CHAIN_DIR [--format {md,json}]
Options:
--output-dir OUTPUT_DIR
--release-id RELEASE_ID
--replay-chain-dir REPLAY_CHAIN_DIR
--matrix-suite MATRIX_SUITE
--matrix-chain-dir MATRIX_CHAIN_DIR
--connector-suite CONNECTOR_SUITE
--connector-chain-dir CONNECTOR_CHAIN_DIR
--format FORMAT

`dpone ops release-orchestrator`¶

Usage: dpone ops release-orchestrator [--output-dir OUTPUT_DIR] --release RELEASE [--root ROOT] [--artifact ARTIFACT] [--format {md,json}]
Options:
--output-dir OUTPUT_DIR
--release RELEASE
--root ROOT
--artifact ARTIFACT — Artifact reference as name=/path/to/file
--format FORMAT

`dpone ops release-promote`¶

Usage: dpone ops release-promote [--output-dir OUTPUT_DIR] --release RELEASE --from-env FROM_ENV --to-env TO_ENV [--artifact ARTIFACT] [--format {md,json}]
Options:
--output-dir OUTPUT_DIR
--release RELEASE
--from-env FROM_ENV
--to-env TO_ENV
--artifact ARTIFACT — Artifact reference as name=/path/to/file
--format FORMAT

`dpone ops env-drift`¶

Usage: dpone ops env-drift [--output-dir OUTPUT_DIR] --source-env SOURCE_ENV --target-env TARGET_ENV --source SOURCE --target TARGET [--allowlist-path ALLOWLIST_PATH] [--format {md,json}]
Options:
--output-dir OUTPUT_DIR
--source-env SOURCE_ENV
--target-env TARGET_ENV
--source SOURCE
--target TARGET
--allowlist-path ALLOWLIST_PATH
--format FORMAT

`dpone ops change-request`¶

Usage: dpone ops change-request [--output-dir OUTPUT_DIR] --change-id CHANGE_ID --release RELEASE --target-env TARGET_ENV --risk-level {low,medium,high,critical} --requested-by REQUESTED_BY [--approver APPROVER] [--expires-at EXPIRES_AT] [--artifact ARTIFACT] [--format {md,json}]
Options:
--output-dir OUTPUT_DIR
--change-id CHANGE_ID
--release RELEASE
--target-env TARGET_ENV
--risk-level RISK_LEVEL
--requested-by REQUESTED_BY
--approver APPROVER
--expires-at EXPIRES_AT
--artifact ARTIFACT — Artifact reference as name=/path/to/file
--format FORMAT

`dpone ops approval-record`¶

Usage: dpone ops approval-record [--output-dir OUTPUT_DIR] --change-request CHANGE_REQUEST --actor ACTOR --decision {approved,rejected} [--comment COMMENT] [--quorum-required QUORUM_REQUIRED] [--format {md,json}]
Options:
--output-dir OUTPUT_DIR
--change-request CHANGE_REQUEST
--actor ACTOR
--decision DECISION
--comment COMMENT
--quorum-required QUORUM_REQUIRED
--format FORMAT

`dpone ops deployment-record`¶

Usage: dpone ops deployment-record [--output-dir OUTPUT_DIR] --deployment-id DEPLOYMENT_ID --environment ENVIRONMENT --actor ACTOR --approval-record APPROVAL_RECORD --status {succeeded,completed,failed,partial} [--post-check POST_CHECK] [--rollback-artifact ROLLBACK_ARTIFACT] [--started-at STARTED_AT] [--finished-at FINISHED_AT] [--format {md,json}]
Options:
--output-dir OUTPUT_DIR
--deployment-id DEPLOYMENT_ID
--environment ENVIRONMENT
--actor ACTOR
--approval-record APPROVAL_RECORD
--status STATUS
--post-check POST_CHECK — Post-deploy check as name=true|false
--rollback-artifact ROLLBACK_ARTIFACT
--started-at STARTED_AT
--finished-at FINISHED_AT
--format FORMAT

`dpone ops post-deploy-verify`¶

Usage: dpone ops post-deploy-verify [--output-dir OUTPUT_DIR] --deployment-record DEPLOYMENT_RECORD [--artifact ARTIFACT] [--format {md,json}]
Options:
--output-dir OUTPUT_DIR
--deployment-record DEPLOYMENT_RECORD
--artifact ARTIFACT — Artifact reference as name=/path/to/file
--format FORMAT

`dpone ops release-close`¶

Usage: dpone ops release-close [--output-dir OUTPUT_DIR] --release RELEASE --closed-by CLOSED_BY --post-deploy-verify POST_DEPLOY_VERIFY [--notes NOTES] [--format {md,json}]
Options:
--output-dir OUTPUT_DIR
--release RELEASE
--closed-by CLOSED_BY
--post-deploy-verify POST_DEPLOY_VERIFY
--notes NOTES
--format FORMAT

`dpone ops docs-publish-pack`¶

Usage: dpone ops docs-publish-pack [--output-dir OUTPUT_DIR] --release RELEASE [--artifact ARTIFACT] [--format {md,json}]
Options:
--output-dir OUTPUT_DIR
--release RELEASE
--artifact ARTIFACT — Artifact reference as name=/path/to/file
--format FORMAT

`dpone ops manifest-bundle`¶

Usage: dpone ops manifest-bundle [--output-dir OUTPUT_DIR] --bundle-id BUNDLE_ID [--file FILE] [--redact] [--format {md,json}]
Options:
--output-dir OUTPUT_DIR
--bundle-id BUNDLE_ID
--file FILE — File reference as name=/path/to/file
--redact
--format FORMAT

`dpone ops runbook-pack`¶

Usage: dpone ops runbook-pack [--output-dir OUTPUT_DIR] --runbook-id RUNBOOK_ID --title TITLE [--artifact ARTIFACT] [--format {md,json}]
Options:
--output-dir OUTPUT_DIR
--runbook-id RUNBOOK_ID
--title TITLE
--artifact ARTIFACT — Artifact reference as name=/path/to/file
--format FORMAT

`dpone ops run-registry`¶

Usage: dpone ops run-registry [--output-dir OUTPUT_DIR] --run-result RUN_RESULT [--artifact ARTIFACT] [--format {md,json}]
Options:
--output-dir OUTPUT_DIR
--run-result RUN_RESULT
--artifact ARTIFACT — Artifact reference as name=/path/to/file
--format FORMAT

`dpone ops lineage-export`¶

Usage: dpone ops lineage-export [--output-dir OUTPUT_DIR] --run-registry-entry RUN_REGISTRY_ENTRY [--namespace NAMESPACE] [--input INPUT] [--output OUTPUT] [--event-type {auto,START,COMPLETE,FAIL}] [--format {md,json}]
Options:
--output-dir OUTPUT_DIR
--run-registry-entry RUN_REGISTRY_ENTRY
--namespace NAMESPACE
--input INPUT — Input dataset as namespace=name
--output OUTPUT — Output dataset as namespace=name
--event-type EVENT_TYPE
--format FORMAT

`dpone ops benchmark-baseline`¶

Usage: dpone ops benchmark-baseline [--output-dir OUTPUT_DIR] --metrics-json METRICS_JSON --baseline-json BASELINE_JSON [--allowed-regression-ratio ALLOWED_REGRESSION_RATIO] [--format {md,json}]
Options:
--output-dir OUTPUT_DIR
--metrics-json METRICS_JSON
--baseline-json BASELINE_JSON
--allowed-regression-ratio ALLOWED_REGRESSION_RATIO
--format FORMAT

`dpone ops certification-automation-plan`¶

Usage: dpone ops certification-automation-plan [--output-dir OUTPUT_DIR] [--profile {mock_contract,mock_local,vendor_live}] [--row-count ROW_COUNT] [--format {md,json}]
Options:
--output-dir OUTPUT_DIR
--profile PROFILE
--row-count ROW_COUNT
--format FORMAT

`dpone ops dbt-lineage`¶

Usage: dpone ops dbt-lineage [--output-dir OUTPUT_DIR] --manifest MANIFEST [--run-results RUN_RESULTS] [--run-registry-entry RUN_REGISTRY_ENTRY] [--namespace NAMESPACE] [--format {md,json}]
Options:
--output-dir OUTPUT_DIR
--manifest MANIFEST — Path to dbt target/manifest.json
--run-results RUN_RESULTS — Path to dbt target/run_results.json
--run-registry-entry RUN_REGISTRY_ENTRY — Optional dpone run registry entry JSON
--namespace NAMESPACE
--format FORMAT

`dpone ops integration-matrix-report`¶

Usage: dpone ops integration-matrix-report --artifact-dir ARTIFACT_DIR --output-dir OUTPUT_DIR [--format {md,json}]
Options:
--artifact-dir ARTIFACT_DIR
--output-dir OUTPUT_DIR
--format FORMAT

`dpone ops certification-suite`¶

Usage: dpone ops certification-suite [--output-dir OUTPUT_DIR] --suite-id SUITE_ID --certification-report CERTIFICATION_REPORT [--benchmark-baseline BENCHMARK_BASELINE] [--lineage-report LINEAGE_REPORT] [--dbt-lineage-report DBT_LINEAGE_REPORT] [--evidence-bundle EVIDENCE_BUNDLE] [--strategy-certification-bundle STRATEGY_CERTIFICATION_BUNDLE] [--require-benchmark] [--require-lineage] [--require-dbt-lineage] [--require-evidence] [--require-strategy-certification] [--format {md,json}]
Options:
--output-dir OUTPUT_DIR
--suite-id SUITE_ID
--certification-report CERTIFICATION_REPORT
--benchmark-baseline BENCHMARK_BASELINE
--lineage-report LINEAGE_REPORT
--dbt-lineage-report DBT_LINEAGE_REPORT
--evidence-bundle EVIDENCE_BUNDLE
--strategy-certification-bundle STRATEGY_CERTIFICATION_BUNDLE
--require-benchmark
--require-lineage
--require-dbt-lineage
--require-evidence
--require-strategy-certification
--format FORMAT

`dpone ops certification-pack`¶

Usage: dpone ops certification-pack [--output-dir OUTPUT_DIR] --pack-id PACK_ID [--artifact ARTIFACT] [--require REQUIRE] [--format {md,json}]
Options:
--output-dir OUTPUT_DIR
--pack-id PACK_ID
--artifact ARTIFACT — Artifact reference as name=/path/to/file
--require REQUIRE — Required evidence artifact name
--format FORMAT

`dpone ops recovery-plan`¶

Usage: dpone ops recovery-plan [--state-dir STATE_DIR] [--lock-dir LOCK_DIR] [--load-package-dir LOAD_PACKAGE_DIR] [--output-dir OUTPUT_DIR] [--format {md,json}]
Options:
--state-dir STATE_DIR
--lock-dir LOCK_DIR
--load-package-dir LOAD_PACKAGE_DIR
--output-dir OUTPUT_DIR
--format FORMAT

`dpone ops reconcile`¶

Usage: dpone ops reconcile [--output-dir OUTPUT_DIR] --source-rows-json SOURCE_ROWS_JSON --target-rows-json TARGET_ROWS_JSON --key KEY [--compare-columns COMPARE_COLUMNS] [--delete-column DELETE_COLUMN] [--format {md,json}]
Options:
--output-dir OUTPUT_DIR
--source-rows-json SOURCE_ROWS_JSON
--target-rows-json TARGET_ROWS_JSON
--key KEY — Comma-separated key columns
--compare-columns COMPARE_COLUMNS — Comma-separated compare columns
--delete-column DELETE_COLUMN — Source delete marker/timestamp column
--format FORMAT

`dpone ops observability-pack`¶

Usage: dpone ops observability-pack [--output-dir OUTPUT_DIR] [--service-name SERVICE_NAME] [--dashboard-title DASHBOARD_TITLE] [--alert ALERT] [--format {md,json}]
Options:
--output-dir OUTPUT_DIR
--service-name SERVICE_NAME
--dashboard-title DASHBOARD_TITLE
--alert ALERT — Alert threshold as metric.max=value or metric.min=value
--format FORMAT

`dpone ops deploy-render`¶

Usage: dpone ops deploy-render [--output-dir OUTPUT_DIR] --target {docker-compose,k8s-cronjob,airflow,dagster} --manifest MANIFEST [--selector SELECTOR] [--image IMAGE] [--schedule SCHEDULE] [--format {md,json}]
Options:
--output-dir OUTPUT_DIR
--target TARGET
--manifest MANIFEST
--selector SELECTOR
--image IMAGE
--schedule SCHEDULE
--format FORMAT

`dpone ops staging-evidence`¶

Usage: dpone ops staging-evidence [--output-dir OUTPUT_DIR] --manifest MANIFEST --sink {mssql,postgres,clickhouse,bigquery} --target-table TARGET_TABLE [--format {md,json}]
Options:
--output-dir OUTPUT_DIR
--manifest MANIFEST — Path to object storage staging manifest JSON
--sink SINK
--target-table TARGET_TABLE
--format FORMAT

`dpone ops catalog-publish`¶

Usage: dpone ops catalog-publish [--output-dir OUTPUT_DIR] --run-registry-entry RUN_REGISTRY_ENTRY [--namespace NAMESPACE] [--input INPUT] [--output OUTPUT] [--format {md,json}]
Options:
--output-dir OUTPUT_DIR
--run-registry-entry RUN_REGISTRY_ENTRY
--namespace NAMESPACE
--input INPUT — Input dataset as namespace=name
--output OUTPUT — Output dataset as namespace=name
--format FORMAT

`dpone ops live-certification-plan`¶

Usage: dpone ops live-certification-plan [--output-dir OUTPUT_DIR] [--profile {local_live,real_local,vendor_live}] [--row-count ROW_COUNT] [--include-vendor-live] [--format {md,json}]
Options:
--output-dir OUTPUT_DIR
--profile PROFILE
--row-count ROW_COUNT
--include-vendor-live
--format FORMAT

`dpone ops benchmark-slo-gate`¶

Usage: dpone ops benchmark-slo-gate [--output-dir OUTPUT_DIR] --metrics-json METRICS_JSON --baseline-json BASELINE_JSON --objectives-json OBJECTIVES_JSON [--allowed-regression-ratio ALLOWED_REGRESSION_RATIO] [--format {md,json}]
Options:
--output-dir OUTPUT_DIR
--metrics-json METRICS_JSON
--baseline-json BASELINE_JSON
--objectives-json OBJECTIVES_JSON
--allowed-regression-ratio ALLOWED_REGRESSION_RATIO
--format FORMAT

`dpone ops performance-certification`¶

Usage: dpone ops performance-certification [--output-dir OUTPUT_DIR] [--profile PROFILE] [--row-count ROW_COUNT] --metrics-json METRICS_JSON [--minimum-json MINIMUM_JSON] [--maximum-json MAXIMUM_JSON] [--format {md,json}]
Options:
--output-dir OUTPUT_DIR
--profile PROFILE
--row-count ROW_COUNT
--metrics-json METRICS_JSON
--minimum-json MINIMUM_JSON
--maximum-json MAXIMUM_JSON
--format FORMAT

`dpone ops live-state-reconciliation`¶

Usage: dpone ops live-state-reconciliation [--output-dir OUTPUT_DIR] [--profile PROFILE] [--artifact ARTIFACT] [--require REQUIRE] [--format {md,json}]
Options:
--output-dir OUTPUT_DIR
--profile PROFILE
--artifact ARTIFACT — Artifact reference as name=/path/to/file
--require REQUIRE — Required evidence artifact name
--format FORMAT

`dpone ops release-evidence-pack`¶

Usage: dpone ops release-evidence-pack [--output-dir OUTPUT_DIR] --release RELEASE [--profile PROFILE] [--artifact ARTIFACT] [--require REQUIRE] [--format {md,json}]
Options:
--output-dir OUTPUT_DIR
--release RELEASE
--profile PROFILE
--artifact ARTIFACT — Artifact reference as name=/path/to/file
--require REQUIRE — Required evidence artifact name
--format FORMAT

`dpone ops pre-release-checklist`¶

Usage: dpone ops pre-release-checklist [--output-dir OUTPUT_DIR] --release RELEASE [--release-type {patch,minor,major}] [--check CHECK] [--format {md,json}]
Options:
--output-dir OUTPUT_DIR
--release RELEASE
--release-type RELEASE_TYPE
--check CHECK — Check result as name=true|false
--format FORMAT

`dpone orchestrate`¶

`dpone orchestrate run`¶

Usage: dpone orchestrate run --manifest MANIFEST [--selector SELECTOR] [--run-id RUN_ID] [--dag-id DAG_ID] [--execution-date EXECUTION_DATE] [--retry-attempts RETRY_ATTEMPTS] [--retry-backoff-seconds RETRY_BACKOFF_SECONDS] [--concurrency-key CONCURRENCY_KEY] [--lock-dir LOCK_DIR] [--state-dir STATE_DIR] [--lock-ttl-seconds LOCK_TTL_SECONDS] [--resume-policy {fail,resume,restart}] [--output-dir OUTPUT_DIR] [--registry REGISTRY] [--format {md,json}]
Options:
--manifest MANIFEST — Path to a YAML manifest
--selector SELECTOR — Process selector inside a batch manifest
--run-id RUN_ID — Explicit run id
--dag-id DAG_ID
--execution-date EXECUTION_DATE
--retry-attempts RETRY_ATTEMPTS
--retry-backoff-seconds RETRY_BACKOFF_SECONDS
--concurrency-key CONCURRENCY_KEY
--lock-dir LOCK_DIR
--state-dir STATE_DIR
--lock-ttl-seconds LOCK_TTL_SECONDS
--resume-policy RESUME_POLICY
--output-dir OUTPUT_DIR
--registry REGISTRY
--format FORMAT

`dpone observability`¶

`dpone observability metrics-export`¶

Usage: dpone observability metrics-export [--output-dir OUTPUT_DIR] [--run-report RUN_REPORT] [--metric METRIC] [--label LABEL] [--resource-attr RESOURCE_ATTR] [--service-name SERVICE_NAME] [--namespace NAMESPACE] [--format {md,json}]
Options:
--output-dir OUTPUT_DIR
--run-report RUN_REPORT — Path to JSON output from dpone run --format json
--metric METRIC — Custom numeric metric as name=value; can be repeated
--label LABEL — Metric label as key=value; can be repeated
--resource-attr RESOURCE_ATTR — OpenTelemetry resource attribute as key=value; can be repeated
--service-name SERVICE_NAME
--namespace NAMESPACE
--format FORMAT

`dpone supply-chain`¶

`dpone supply-chain attest`¶

Usage: dpone supply-chain attest [--project-root PROJECT_ROOT] [--output-dir OUTPUT_DIR] --release RELEASE --subject SUBJECT --repository REPOSITORY --commit-sha COMMIT_SHA [--builder-id BUILDER_ID] [--signing-key SIGNING_KEY] [--signing-key-id SIGNING_KEY_ID] [--format {md,json}]
Options:
--project-root PROJECT_ROOT
--output-dir OUTPUT_DIR
--release RELEASE
--subject SUBJECT — Artifact file to include as provenance subject
--repository REPOSITORY
--commit-sha COMMIT_SHA
--builder-id BUILDER_ID
--signing-key SIGNING_KEY — Local HMAC signing key; prefer CI secret or Sigstore/GitHub attestation
--signing-key-id SIGNING_KEY_ID
--format FORMAT

`dpone strategy`¶

`dpone strategy advise`¶

Usage: dpone strategy advise [--estimated-rows ESTIMATED_ROWS] [--changed-percent CHANGED_PERCENT] [--delete-percent DELETE_PERCENT] [--cdc-available] [--format {text,json,md}] path
Positional arguments:
path
Options:
--estimated-rows ESTIMATED_ROWS
--changed-percent CHANGED_PERCENT
--delete-percent DELETE_PERCENT
--cdc-available
--format FORMAT

`dpone strategy preflight`¶

Usage: dpone strategy preflight --source-type SOURCE_TYPE --sink-type SINK_TYPE [--fail-on-missing] [--format {text,json,md}]
Options:
--source-type SOURCE_TYPE
--sink-type SINK_TYPE
--fail-on-missing
--format FORMAT

`dpone strategy repair-plan`¶

Usage: dpone strategy repair-plan --source-type SOURCE_TYPE --sink-type SINK_TYPE --strategy STRATEGY [--failed-stage FAILED_STAGE] [--partition PARTITION] [--format {text,json,md}] run_id
Positional arguments:
run_id
Options:
--source-type SOURCE_TYPE
--sink-type SINK_TYPE
--strategy STRATEGY
--failed-stage FAILED_STAGE
--partition PARTITION
--format FORMAT

`dpone strategy certification-artifact`¶

Usage: dpone strategy certification-artifact [--artifact-dir ARTIFACT_DIR] [--format {text,json,md}]
Options:
--artifact-dir ARTIFACT_DIR
--format FORMAT

`dpone strategy certification-bundle`¶

Usage: dpone strategy certification-bundle --bundle-id BUNDLE_ID [--output-dir OUTPUT_DIR] [--replay-evidence REPLAY_EVIDENCE] [--matrix-artifact MATRIX_ARTIFACT] [--connector-artifact CONNECTOR_ARTIFACT] [--benchmark-artifact BENCHMARK_ARTIFACT] [--docs-link DOCS_LINK] [--format {text,json,md}]
Options:
--bundle-id BUNDLE_ID
--output-dir OUTPUT_DIR
--replay-evidence REPLAY_EVIDENCE
--matrix-artifact MATRIX_ARTIFACT
--connector-artifact CONNECTOR_ARTIFACT
--benchmark-artifact BENCHMARK_ARTIFACT
--docs-link DOCS_LINK
--format FORMAT

`dpone perf`¶

`dpone perf advise`¶

Usage: dpone perf advise [--selector SELECTOR] [--format {text,json,md}] path
Positional arguments:
path
Options:
--selector SELECTOR
--format FORMAT

`dpone schema`¶

`dpone schema plan`¶

Usage: dpone schema plan --source SOURCE --target TARGET --table TABLE [--dialect {mssql,postgres,clickhouse,bigquery}] [--mode {strict,additive,widening}] [--on-type-change {fail,new_column}] [--new-column-prefix NEW_COLUMN_PREFIX] [--ddl-mode {online,safe_window,plan_only,manual_approval}] [--lock-timeout-seconds LOCK_TIMEOUT_SECONDS] [--statement-timeout-seconds STATEMENT_TIMEOUT_SECONDS] [--max-table-size-for-inline-ddl MAX_TABLE_SIZE_FOR_INLINE_DDL] [--apply-safe] [--plan-only] [--allow-drop] [--fail-on-breaking] [--format {text,json}]
Options:
--source SOURCE — Path to source columns JSON
--target TARGET — Path to target columns JSON
--table TABLE — Qualified target table, e.g. dbo.orders
--dialect DIALECT
--mode MODE
--on-type-change ON_TYPE_CHANGE
--new-column-prefix NEW_COLUMN_PREFIX
--ddl-mode DDL_MODE
--lock-timeout-seconds LOCK_TIMEOUT_SECONDS
--statement-timeout-seconds STATEMENT_TIMEOUT_SECONDS
--max-table-size-for-inline-ddl MAX_TABLE_SIZE_FOR_INLINE_DDL
--apply-safe — Alias for documenting runtime parity; CLI remains plan-only
--plan-only — Render plan without applying DDL (default CLI behavior)
--allow-drop
--fail-on-breaking
--format FORMAT

`dpone schema approve`¶

Usage: dpone schema approve --ledger LEDGER --approver APPROVER [--output-dir OUTPUT_DIR] [--format {text,json}]
Options:
--ledger LEDGER — Path to schema change ledger JSON
--approver APPROVER — Approver identifier
--output-dir OUTPUT_DIR
--format FORMAT

`dpone schema infer`¶

Usage: dpone schema infer [--manifest MANIFEST] [--source SOURCE] [--rows ROWS] [--format {text,json,md}]
Options:
--manifest MANIFEST — Manifest path with source.options.columns and sink options
--source SOURCE — Optional source columns JSON
--rows ROWS — Optional JSON array or JSONL row sample file
--format FORMAT

`dpone schema physical-plan`¶

Usage: dpone schema physical-plan [--manifest MANIFEST] [--source SOURCE] [--table TABLE] [--sink {mssql,postgres,clickhouse,bigquery,kafka}] [--format {text,json,md}]
Options:
--manifest MANIFEST — Manifest path with sink.options.physical_design
--source SOURCE — Optional source columns JSON
--table TABLE — Qualified target table override
--sink SINK — Sink override
--format FORMAT

`dpone schema expand-contract`¶

Usage: dpone schema expand-contract --source SOURCE --target TARGET --table TABLE [--dialect {mssql,postgres,clickhouse,bigquery}] [--output-dir OUTPUT_DIR] [--format {text,json}]
Options:
--source SOURCE — Path to source columns JSON
--target TARGET — Path to target columns JSON
--table TABLE — Qualified target table
--dialect DIALECT
--output-dir OUTPUT_DIR
--format FORMAT

`dpone cdc`¶

`dpone cdc plan`¶

Usage: dpone cdc plan --backend {postgres_logical,mssql_cdc,mssql_change_tracking} --schema SCHEMA --table TABLE [--slot-name SLOT_NAME] [--publication-name PUBLICATION_NAME] [--capture-instance CAPTURE_INSTANCE] [--format {text,json}]
Options:
--backend BACKEND
--schema SCHEMA
--table TABLE
--slot-name SLOT_NAME
--publication-name PUBLICATION_NAME
--capture-instance CAPTURE_INSTANCE
--format FORMAT

`dpone cdc replay-plan`¶

Usage: dpone cdc replay-plan --backend {postgres_logical,mssql_cdc,mssql_change_tracking} --pipeline-name PIPELINE_NAME --schema SCHEMA --table TABLE [--stored-offset STORED_OFFSET] --replay-from REPLAY_FROM [--replay-to REPLAY_TO] [--retention-min RETENTION_MIN] [--high-watermark HIGH_WATERMARK] [--artifact-uri ARTIFACT_URI] [--allow-rewind] [--format {md,json}]
Options:
--backend BACKEND
--pipeline-name PIPELINE_NAME
--schema SCHEMA
--table TABLE
--stored-offset STORED_OFFSET
--replay-from REPLAY_FROM
--replay-to REPLAY_TO
--retention-min RETENTION_MIN
--high-watermark HIGH_WATERMARK
--artifact-uri ARTIFACT_URI
--allow-rewind
--format FORMAT

`dpone manifest`¶

`dpone manifest list`¶

Usage: dpone manifest list [--recursive] [--registry REGISTRY] path
Positional arguments:
path — Path to a YAML file or a directory
Options:
--recursive — Scan directories recursively
--registry REGISTRY — Path to a sources registry YAML (can be repeated). Registry provides default vars like host/type for naming/metadata conventions.

`dpone manifest render`¶

Usage: dpone manifest render [--selector SELECTOR] [--all] [--registry REGISTRY] path
Positional arguments:
path — Path to a YAML manifest
Options:
--selector SELECTOR — Process selector inside a batch manifest
--all — Render all processes (batch)
--registry REGISTRY — Path to a sources registry YAML (can be repeated). Registry provides default vars like host/type for naming/metadata conventions.

`dpone manifest explain`¶

Usage: dpone manifest explain [--selector SELECTOR] [--why WHY] [--item-provenance] [--patches] [--patches-mode {user,all}] [--patch-from PATCH_FROM] [--patch-to PATCH_TO] [--post-parse] [--why-parsed WHY_PARSED] [--format {text,json}] [--only ONLY] [--max-lines MAX_LINES] [--max-items MAX_ITEMS] [--registry REGISTRY] path
Positional arguments:
path — Path to a YAML manifest
Options:
--selector SELECTOR — Process selector inside a batch manifest
--why WHY — Explain why a specific config path has its value. Supports list indices, e.g. depends_on[2]. Can be repeated.
--item-provenance — Show per-item provenance for list fields (depends_on, transforms).
--patches — Show diff-friendly deep-merge patches per layer (copy/paste friendly).
--patches-mode PATCHES_MODE — Which layers to include in --patches output.
--patch-from PATCH_FROM — Compute a single patch from a given layer snapshot to another snapshot (or final).
--patch-to PATCH_TO — Target layer for --patch-from (default: final compiler config).
--post-parse — Explain post-parse normalization (how compiled dict becomes ETLProcessConfig/LoadConfig).
--why-parsed WHY_PARSED — Explain why a specific normalized path has its value (post-parse). Paths are inside a normalized tree: etl., load_config., dependencies[0].path, transforms[0].name, ... Can be repeated.
--format FORMAT — Output format
--only ONLY — Show only config changes for dot-path prefix (can be repeated), e.g. --only sink.options
--max-lines MAX_LINES — Max number of change lines to print (text mode)
--max-items MAX_ITEMS — Max number of list items to print (item-level provenance)
--registry REGISTRY — Path to a sources registry YAML (can be repeated). Registry provides default vars like host/type for naming/metadata conventions.

`dpone manifest validate`¶

Usage: dpone manifest validate [--recursive] [--profile PROFILE] [--warn-only] [--registry REGISTRY] path
Positional arguments:
path — Path to a YAML file or a directory
Options:
--recursive — Scan directories recursively
--profile PROFILE — Built-in validation profile (e.g. landing_raw_v1). If omitted, will use manifest.validation block if present.
--warn-only — Exit 0 even if there are ERROR issues
--registry REGISTRY — Path to a sources registry YAML (can be repeated). Registry provides default vars like host/type for naming/metadata conventions.

`dpone manifest lint-registry`¶

Usage: dpone manifest lint-registry [--recursive] [--require-field REQUIRE_FIELD] [--warn-only] [--registry REGISTRY] path
Positional arguments:
path — Path to a YAML file or a directory
Options:
--recursive — Scan directories recursively
--require-field REQUIRE_FIELD — Registry vars that must exist for each used (src_system, src_database) pair. Can be repeated.
--warn-only — Exit 0 even if there are ERROR issues
--registry REGISTRY — Path to a sources registry YAML (can be repeated). Registry provides default vars like host/type for naming/metadata conventions.

`dpone manifest stats`¶

Usage: dpone manifest stats [--recursive] [--registry REGISTRY] path
Positional arguments:
path — Directory or manifest file
Options:
--recursive — Scan directories recursively
--registry REGISTRY — Path to a sources registry YAML (can be repeated). Registry provides default vars like host/type for naming/metadata conventions.

`dpone manifest migrate`¶

Usage: dpone manifest migrate [--out-dir OUT_DIR] [--recursive] [--group-by {dataset,task_group,dataset_task_group}] [--dry-run] [--overwrite] [--no-infer-naming] [--naming-threshold NAMING_THRESHOLD] [--convention CONVENTION] [--registry REGISTRY] src
Positional arguments:
src — Source directory (legacy manifests) or a single YAML file
Options:
--out-dir OUT_DIR — Output directory for batch manifests (default: src dir)
--recursive — Scan directories recursively
--group-by GROUP_BY — Grouping strategy for batch manifests
--dry-run — Plan only; do not write files
--overwrite — Overwrite output files if they already exist
--no-infer-naming — Disable naming template inference
--naming-threshold NAMING_THRESHOLD — Min fraction of tables matching a pattern to enable naming templates (0..1)
--convention CONVENTION — Add convention: to generated batch manifests (e.g. landing_raw_v1). Convention provides default naming/metadata/validation; user config wins.
--registry REGISTRY — Path to a sources registry YAML (can be repeated). Registry provides default vars like host/type for naming/metadata conventions.

`dpone manifest verify`¶

Usage: dpone manifest verify --batch-dir BATCH_DIR [--recursive] [--group-by {dataset,task_group,dataset_task_group}] [--ignore-depends] [--ignore IGNORE] [--max-diffs MAX_DIFFS] [--out-json OUT_JSON] [--warn-only] [--registry REGISTRY] legacy
Positional arguments:
legacy — Legacy directory (or file) with single manifests
Options:
--batch-dir BATCH_DIR — Directory containing generated batch manifests
--recursive — Scan legacy directories recursively
--group-by GROUP_BY — Grouping strategy used during migration (must match)
--ignore-depends — Do not compare depends_on (useful if you rewrite dependencies manually)
--ignore IGNORE — Ignore a dot-path during comparison (can be repeated), e.g. --ignore sink.options
--max-diffs MAX_DIFFS — Max number of diffs to print per mismatched process
--out-json OUT_JSON — Write full report to a JSON file (useful for CI artifacts)
--warn-only — Exit 0 even if verification finds mismatches
--registry REGISTRY — Path to a sources registry YAML (can be repeated). Registry provides default vars like host/type for naming/metadata conventions.

`dpone dag`¶

`dpone dag explain-edge`¶

Usage: dpone dag explain-edge --from UPSTREAM --to DOWNSTREAM [--base-path BASE_PATH] [--path] [--explain-path] [--path-view {edges,grouped}] [--path-output {compact,full}] [--max-triggers MAX_TRIGGERS] [--format {text,json}] [--registry REGISTRY] root
Positional arguments:
root — Root manifest (same entrypoint you pass to DAG builder). If no extension, .yaml is assumed.
Options:
--from UPSTREAM — Upstream task: task_id or file.yaml#selector
--to DOWNSTREAM — Downstream task: task_id or file.yaml#selector
--base-path BASE_PATH — Manifest directory (defaults to MANIFEST_DIR). Used for resolving relative root and refs.
--path — If there is no direct edge, try to find and print a shortest path A ~> B.
--explain-path — With --path: also explain every edge along the found path.
--path-view PATH_VIEW — How to present path explanations when --explain-path is enabled.
--path-output PATH_OUTPUT — Level of detail for each edge explanation along the path.
--max-triggers MAX_TRIGGERS — Max trigger tasks to print for group-to-group reasons.
--format FORMAT — Output format
--registry REGISTRY — Path to a sources registry YAML (can be repeated). Registry provides default vars like host/type for naming/metadata conventions.

`dpone dag explain-edge-e2e`¶

Usage: dpone dag explain-edge-e2e --from UPSTREAM --to DOWNSTREAM [--base-path BASE_PATH] [--max-triggers MAX_TRIGGERS] [--path] [--explain-path] [--path-view {edges,grouped}] [--path-output {compact,full}] [--format {text,json}] [--registry REGISTRY] root
Positional arguments:
root — Root manifest (same entrypoint you pass to DAG builder). If no extension, .yaml is assumed.
Options:
--from UPSTREAM — Upstream task: task_id or file.yaml#selector
--to DOWNSTREAM — Downstream task: task_id or file.yaml#selector
--base-path BASE_PATH — Manifest directory (defaults to MANIFEST_DIR). Used for resolving relative root and refs.
--max-triggers MAX_TRIGGERS — Max trigger tasks to print for group-to-group attributions.
--path — If there is no direct edge, try to find and print a shortest path A ~> B.
--explain-path — With --path (or when used alone): explain every edge along the found shortest path end-to-end.
--path-view PATH_VIEW — How to present path explanations when --explain-path is enabled.
--path-output PATH_OUTPUT — Level of detail for each end-to-end edge explanation along the path.
--format FORMAT — Output format
--registry REGISTRY — Path to a sources registry YAML (can be repeated). Registry provides default vars like host/type for naming/metadata conventions.

`dpone dag list-edges`¶

Usage: dpone dag list-edges [--base-path BASE_PATH] [--from UPSTREAM] [--to DOWNSTREAM] [--task TASK] [--group GROUP] [--file FILE] [--selector SELECTOR] [--with-refs] [--with-files] [--with-groups] [--with-reasons] [--max MAX_EDGES] [--max-triggers MAX_TRIGGERS] [--format {text,json}] [--registry REGISTRY] root
Positional arguments:
root — Root manifest (same entrypoint you pass to DAG builder). If no extension, .yaml is assumed.
Options:
--base-path BASE_PATH — Manifest directory (defaults to MANIFEST_DIR). Used for resolving relative root and refs.
--from UPSTREAM — Filter: upstream task token (task_id, #selector, file.yaml#selector)
--to DOWNSTREAM — Filter: downstream task token (task_id, #selector, file.yaml#selector)
--task TASK — Filter: include only edges touching this task token (can be repeated)
--group GROUP — Filter: include only edges touching this task_group (can be repeated)
--file FILE — Filter: include only edges touching a YAML file (absolute or relative; can be repeated)
--selector SELECTOR — Filter: include only edges touching this selector (can be repeated)
--with-refs — Include node refs (file.yaml#selector) for copy/paste into explain-edge
--with-files — Include node config_path filenames
--with-groups — Include upstream/downstream task_group columns
--with-reasons — Include reason kinds for each printed edge (slower for large graphs)
--max MAX_EDGES — Max number of edges to print (after filtering)
--max-triggers MAX_TRIGGERS — Max trigger tasks to attribute for group-to-group reasons (when --with-reasons)
--format FORMAT — Output format
--registry REGISTRY — Path to a sources registry YAML (can be repeated). Registry provides default vars like host/type for naming/metadata conventions.

`dpone dag explain-node`¶

Usage: dpone dag explain-node [--direction {in,out,both}] [--output {compact,full}] [--max-in MAX_IN] [--max-out MAX_OUT] [--max-triggers MAX_TRIGGERS] [--base-path BASE_PATH] [--format {text,json}] [--registry REGISTRY] root task
Positional arguments:
root — Root manifest (same entrypoint you pass to DAG builder). If no extension, .yaml is assumed.
task — Task token (task_id, #selector, file.yaml#selector)
Options:
--direction DIRECTION — Which edges to show.
--output OUTPUT — Compact table or full edge-by-edge explanations.
--max-in MAX_IN — Max incoming edges
--max-out MAX_OUT — Max outgoing edges
--max-triggers MAX_TRIGGERS — Max trigger tasks to print for group-to-group reasons.
--base-path BASE_PATH — Manifest directory (defaults to MANIFEST_DIR). Used for resolving relative root and refs.
--format FORMAT — Output format
--registry REGISTRY — Path to a sources registry YAML (can be repeated). Registry provides default vars like host/type for naming/metadata conventions.

`dpone dag explain-node-e2e`¶

Usage: dpone dag explain-node-e2e [--focus-peer FOCUS_PEER] [--direction {in,out,both}] [--output {compact,full}] [--max-in MAX_IN] [--max-out MAX_OUT] [--max-triggers MAX_TRIGGERS] [--base-path BASE_PATH] [--format {text,json}] [--registry REGISTRY] root task
Positional arguments:
root — Root manifest (same entrypoint you pass to DAG builder). If no extension, .yaml is assumed.
task — Task token (task_id, #selector, file.yaml#selector)
Options:
--focus-peer FOCUS_PEER — Limit end-to-end details to edges between the node and this peer (token).
--direction DIRECTION — Which edges to show.
--output OUTPUT — Compact table or full edge-by-edge explanations.
--max-in MAX_IN — Max incoming edges
--max-out MAX_OUT — Max outgoing edges
--max-triggers MAX_TRIGGERS — Max trigger tasks to print for group-to-group reasons.
--base-path BASE_PATH — Manifest directory (defaults to MANIFEST_DIR). Used for resolving relative root and refs.
--format FORMAT — Output format
--registry REGISTRY — Path to a sources registry YAML (can be repeated). Registry provides default vars like host/type for naming/metadata conventions.

`dpone dag subgraph`¶

Usage: dpone dag subgraph --from UPSTREAM --to DOWNSTREAM [--all-shortest] [--max-edges MAX_EDGES] [--max-triggers MAX_TRIGGERS] [--with-reasons] [--with-evidence] [--base-path BASE_PATH] [--format {text,json,dot,mermaid}] [--registry REGISTRY] root
Positional arguments:
root — Root manifest (same entrypoint you pass to DAG builder). If no extension, .yaml is assumed.
Options:
--from UPSTREAM — Upstream task: task_id, selector, #selector, file.yaml#selector
--to DOWNSTREAM — Downstream task: task_id, selector, #selector, file.yaml#selector
--all-shortest — Use the union of all shortest paths (can include more nodes/edges than a single path).
--max-edges MAX_EDGES — Safety limit: max edges to include in subgraph.
--max-triggers MAX_TRIGGERS — Max trigger tasks to print for group-to-group reasons (when reasons are enabled).
--with-reasons — Attach reason kinds to edges.
--with-evidence — Include full reason evidence blocks (text/json).
--base-path BASE_PATH — Manifest directory (defaults to MANIFEST_DIR). Used for resolving relative root and refs.
--format FORMAT — Output format: text/json for inspection, dot/mermaid for visualization.
--registry REGISTRY — Path to a sources registry YAML (can be repeated). Registry provides default vars like host/type for naming/metadata conventions.

`dpone dag report`¶

Usage: dpone dag report [--base-path BASE_PATH] [--preset {default,ci,debug,debug-lite}] [--format {md,json,both}] [--out-json OUT_JSON] [--out-md OUT_MD] [--max-edges MAX_EDGES] [--md-max-edges MD_MAX_EDGES] [--include-evidence | --no-evidence] [--max-triggers MAX_TRIGGERS] [--registry-require-field REGISTRY_REQUIRE_FIELD] [--profile PROFILE] [--no-lint] [--fail-on {none,lint_errors,anomalies,both}] [--fail-severity {ERROR,WARNING}] [--registry REGISTRY] root
Positional arguments:
root — Root manifest (same entrypoint you pass to DAG builder). If no extension, .yaml is assumed.
Options:
--base-path BASE_PATH — Manifest directory (defaults to MANIFEST_DIR). Used for resolving relative root and refs.
--preset PRESET — Report preset. 'ci' uses safe defaults for CI artifacts (e.g., max-edges=500, no evidence). 'debug' includes evidence and disables truncation by default (max-edges=0, md-max-edges=0). 'debug-lite' includes evidence but keeps safe truncation defaults (max-edges=500, md-max-edges=200). Explicit CLI args override preset values.
--format FORMAT — Output format. 'both' emits Markdown + embedded JSON (or writes to --out-* files).
--out-json OUT_JSON — Write JSON report to this file (optional).
--out-md OUT_MD — Write Markdown report to this file (optional).
--max-edges MAX_EDGES — Safety limit: max edges to include in the report (defaults: preset/2000).
--md-max-edges MD_MAX_EDGES — Max edges to print in Markdown output (defaults: preset/200).
--include-evidence — Include full reasons evidence for edges (report can be large).
--no-evidence — Do not include full reasons evidence for edges (overrides preset).
--max-triggers MAX_TRIGGERS — Max trigger tasks to include for group-to-group reasons evidence (defaults: preset/10).
--registry-require-field REGISTRY_REQUIRE_FIELD — Registry required field for dag report lint (can be repeated). Default: host,type. Use 'none' to disable required-field checks.
--profile PROFILE — Validation profile name for manifest validation (overrides per-manifest validation blocks).
--no-lint — Skip lint section (manifest validation / registry lint / dependency checks).
--fail-on FAIL_ON — Exit with code 1 if the generated report contains issues at or above --fail-severity. lint_errors: any lint issue; anomalies: any anomaly; both: either lint_errors or anomalies; none: always exit 0 (default).
--fail-severity FAIL_SEVERITY — Minimum severity threshold for --fail-on. ERROR (default) fails only on ERROR; WARNING fails on WARNING or ERROR.
--registry REGISTRY — Path to a sources registry YAML (can be repeated). Registry provides default vars like host/type for naming/metadata conventions.

`dpone dag explain-deps`¶

Usage: dpone dag explain-deps --for TASK [--index INDEX] [--no-inherited-groups] [--max-upstreams MAX_UPSTREAMS] [--max-triggers MAX_TRIGGERS] [--base-path BASE_PATH] [--format {text,json}] [--registry REGISTRY] root
Positional arguments:
root — Root manifest (same entrypoint you pass to DAG builder). If no extension, .yaml is assumed.
Options:
--for TASK — Downstream task token to explain: task_id, selector, #selector, file.yaml#selector
--index INDEX — Explain only depends_on item with this index (0-based). Can be repeated.
--no-inherited-groups — Do not include inherited TaskGroup group-to-group dependencies affecting the task.
--max-upstreams MAX_UPSTREAMS — Max upstream tasks to print per dependency.
--max-triggers MAX_TRIGGERS — Max trigger tasks to inspect/print for group-to-group dependencies.
--base-path BASE_PATH — Manifest directory (defaults to MANIFEST_DIR). Used for resolving relative root and refs.
--format FORMAT — Output format
--registry REGISTRY — Path to a sources registry YAML (can be repeated). Registry provides default vars like host/type for naming/metadata conventions.

`dpone docs`¶

`dpone docs update-dev-metrics`¶

Usage: dpone docs update-dev-metrics [--check] [--target {all,md,quality}] [--docs-dir DOCS_DIR] [--top TOP]
Options:
--check — Only check that docs are up-to-date (do not rewrite). Exit!=0 if differs.
--target TARGET — Which docs to update/check: all (default) | md | quality
--docs-dir DOCS_DIR — Docs dir in the repository (default: docs)
--top TOP — How many largest modules to show (default: 15)

`dpone docs update-cli-reference`¶

Usage: dpone docs update-cli-reference [--check] [--doc DOC]
Options:
--check — Only check that CLI reference is up-to-date.
--doc DOC — Target markdown file (default: docs/cli-reference.md)

`dpone docs update-deprecation-roadmap`¶

Usage: dpone docs update-deprecation-roadmap [--check] [--registry REGISTRY] [--doc DOC] [--package PACKAGE] [--top-sources TOP_SOURCES]
Options:
--check — Only check that the roadmap doc is up-to-date.
--registry REGISTRY — Compatibility registry yaml file
--doc DOC — Target markdown file
--package PACKAGE — Package root to scan for internal imports
--top-sources TOP_SOURCES — How many canonical source modules to show per blocked entry

`dpone docs update-shim-removal-plan`¶

Usage: dpone docs update-shim-removal-plan [--check] [--registry REGISTRY] [--doc DOC] [--package PACKAGE] [--batch BATCH]
Options:
--check — Only check that the shim removal plan is up-to-date.
--registry REGISTRY — Compatibility registry path
--doc DOC — Target markdown file
--package PACKAGE — Package directory (default: src/dpone)
--batch BATCH — Removal batch to render (default: cleanup-release-1)

`dpone docs check-docs`¶

Usage: dpone docs check-docs [--format {text,json}] [--docs-dir DOCS_DIR] [--no-root-readme]
Options:
--format FORMAT — Output format: text (default) or json
--docs-dir DOCS_DIR — Docs directory relative to repo root (default: docs)
--no-root-readme — Do not include top-level README.md in docs checks

`dpone docs check-compatibility`¶

Usage: dpone docs check-compatibility [--format {text,json}] [--registry REGISTRY] [--doc DOC] [--package PACKAGE] [--write-doc]
Options:
--format FORMAT — Output format: text (default) or json
--registry REGISTRY — Compatibility registry path relative to repo root
--doc DOC — Compatibility markdown page to validate/update
--package PACKAGE — Package directory relative to repo root (default: src/dpone)
--write-doc — Update generated compatibility matrix block inside docs/compatibility.md

`dpone docs check-import-rules`¶

Usage: dpone docs check-import-rules [--format {text,json}] [--package PACKAGE]
Options:
--format FORMAT — Output format: text (default) or json
--package PACKAGE — Package directory relative to repo root (default: src/dpone)

`dpone docs check-layer-metrics`¶

Usage: dpone docs check-layer-metrics [--format {text,json}] [--package PACKAGE] [--top TOP] [--exclude-layer EXCLUDE_LAYER] [--baseline BASELINE | --no-baseline] [--write-baseline] [--min-intra-layer-ratio MIN_INTRA_LAYER_RATIO] [--max-cross-layer-ratio MAX_CROSS_LAYER_RATIO] [--max-top-cross-layer-flow MAX_TOP_CROSS_LAYER_FLOW] [--allowed-ratio-regression ALLOWED_RATIO_REGRESSION] [--allowed-flow-regression ALLOWED_FLOW_REGRESSION]
Options:
--format FORMAT — Output format: text (default) or json
--package PACKAGE — Package directory relative to repo root (default: src/dpone)
--top TOP — How many top cross flows to retain in the computed snapshot (default: 15)
--exclude-layer EXCLUDE_LAYER — Layer to exclude from the coarse architecture view (repeatable, default: dpone.compat)
--baseline BASELINE — Baseline JSON path relative to repo root (default: docs/layer_metrics_baseline.json)
--no-baseline — Do not compare against a baseline JSON snapshot
--write-baseline — Write current layer metrics snapshot to --baseline and exit 0
--min-intra-layer-ratio MIN_INTRA_LAYER_RATIO — Fail if current intra-layer ratio is below this threshold (default: 0.55)
--max-cross-layer-ratio MAX_CROSS_LAYER_RATIO — Fail if current cross-layer ratio is above this threshold (default: 0.45)
--max-top-cross-layer-flow MAX_TOP_CROSS_LAYER_FLOW — Optional absolute cap for the largest layer->layer flow
--allowed-ratio-regression ALLOWED_RATIO_REGRESSION — Allowed regression vs baseline for ratio metrics (default: 0.02)
--allowed-flow-regression ALLOWED_FLOW_REGRESSION — Allowed regression vs baseline for largest cross-layer flow (default: 5)

`dpone docs check-architecture-fitness`¶

Usage: dpone docs check-architecture-fitness [--format {text,json}] [--package PACKAGE] [--top TOP] [--target-avg-clustering TARGET_AVG_CLUSTERING] [--max-avg-clustering MAX_AVG_CLUSTERING] [--max-cross-layer-ratio MAX_CROSS_LAYER_RATIO] [--target-module-ce TARGET_MODULE_CE] [--max-module-ce MAX_MODULE_CE] [--max-class-methods MAX_CLASS_METHODS] [--max-class-loc MAX_CLASS_LOC] [--fail-on-class-warnings]
Options:
--format FORMAT
--package PACKAGE
--top TOP
--target-avg-clustering TARGET_AVG_CLUSTERING
--max-avg-clustering MAX_AVG_CLUSTERING
--max-cross-layer-ratio MAX_CROSS_LAYER_RATIO
--target-module-ce TARGET_MODULE_CE
--max-module-ce MAX_MODULE_CE
--max-class-methods MAX_CLASS_METHODS
--max-class-loc MAX_CLASS_LOC
--fail-on-class-warnings — Treat high-responsibility class findings as errors instead of warnings.

`dpone docs check-module-size`¶

Usage: dpone docs check-module-size [--format {text,json}] [--package PACKAGE] [--baseline BASELINE | --no-baseline] [--write-baseline] [--warn-lines WARN_LINES] [--max-lines MAX_LINES]
Options:
--format FORMAT
--package PACKAGE
--baseline BASELINE
--no-baseline
--write-baseline
--warn-lines WARN_LINES
--max-lines MAX_LINES

`dpone docs check-removal-readiness`¶

Usage: dpone docs check-removal-readiness [--format {text,json}] [--registry REGISTRY] [--doc DOC] [--package PACKAGE] [--batch BATCH] [--write-doc]
Options:
--format FORMAT — Output format
--registry REGISTRY — Compatibility registry path
--doc DOC — Shim removal plan markdown path
--package PACKAGE — Package directory (default: src/dpone)
--batch BATCH — Removal batch to validate (default: cleanup-release-1)
--write-doc — Update docs/shim-removal-plan.md before validation

Kafka manifests¶

Kafka uses the same manifest commands as other backends. Use source.type: kafka for bounded batch topic reads and sink.type: kafka for producing rows into topics. See Kafka batch source/sink for options and examples.

Live replay backend mode¶

dpone resync and dpone resume are safe artifact-only commands by default. Add --live-backend together with --yes to execute through runtime replay backends built by RuntimeReplayBackendFactory.

MSSQL/Postgres/ClickHouse/BigQuery example:

dpone resync \
  --run-id 01JREPLAY000000000000000101 \
  --source-type postgres \
  --sink-type mssql \
  --strategy incremental_merge \
  --partition 2026-06-05 \
  --yes \
  --live-backend \
  --connection-type env \
  --connection-id mssql_dwh \
  --target-schema dbo \
  --target-table orders \
  --staging-schema staging

Kafka example:

dpone resume 01JREPLAY000000000000000102 \
  --from-stage finalize \
  --source-type postgres \
  --sink-type kafka \
  --strategy incremental_merge \
  --yes \
  --live-backend \
  --connection-type params \
  --connection-id '{"bootstrap_servers":"localhost:9092"}' \
  --target-table dwh.orders

Live replay flags:

Flag	Purpose
`--live-backend`	Opt into runtime SQL/Kafka backend execution. Without `--yes`, no live backend is built.
`--connection-id`	Target sink connection id or params JSON. Required with `--live-backend`.
`--connection-type`	Credential provider: `env`, `vault`, `airflow`, or `params`.
`--target-schema`	Target schema/database for DB sinks. Defaults to `public`.
`--target-table`	Target table for DB sinks or Kafka topic for Kafka. Required with `--live-backend`.
`--staging-schema`	Staging schema/database for DB sinks. Defaults to `staging`.
`--mount-point`	Vault mount point when `--connection-type vault` is used.
`--connection-path`	Vault path or provider-specific credential path.

`dpone strategy certification-bundle`¶

Aggregate strategy certification evidence into one JSON/Markdown bundle.

dpone strategy certification-bundle \
  --bundle-id oss_rc_2026_06_05 \
  --output-dir test_artifacts/strategies/certification_bundle \
  --replay-evidence test_artifacts/replay_integration/resync_01_evidence.json \
  --matrix-artifact test_artifacts/integration_matrix/certification_report.json \
  --connector-artifact test_artifacts/connectors/connector_certification.json \
  --benchmark-artifact test_artifacts/benchmarks/benchmark_baseline.json \
  --docs-link docs/testing/replay-integration.md \
  --format json

Flag	Purpose
`--bundle-id`	Stable release, certification, or audit id. Required.
`--output-dir`	Directory for `strategy_certification_bundle.json` and `.md`.
`--replay-evidence`	Replay evidence JSON. Can be repeated.
`--matrix-artifact`	Source -> sink matrix or certification report JSON. Can be repeated.
`--connector-artifact`	Connector certification JSON. Can be repeated.
`--benchmark-artifact`	Benchmark baseline/regression JSON. Can be repeated.
`--docs-link`	Relevant runbook or evidence docs link. Can be repeated.

`dpone ops release-summary`¶

Build the final replay + matrix + connector release go/no-go report.

dpone ops release-summary \
  --output-dir test_artifacts/certification/release-summary \
  --release-id v0.7.1 \
  --replay-chain-dir test_artifacts/replay-evidence-chain \
  --matrix-suite test_artifacts/source-sink-certification-suite/certification_suite.json \
  --matrix-chain-dir test_artifacts/source-sink-evidence-chain \
  --connector-suite test_artifacts/connector-certification-suite/certification_suite.json \
  --connector-chain-dir test_artifacts/connector-evidence-chain \
  --format json

Required inputs:

--release-id: release, RC, or promotion identifier.
--replay-chain-dir: directory containing evidence_chain_index.json and replay chain entries.
--matrix-suite: source -> sink certification_suite.json.
--matrix-chain-dir: source -> sink evidence chain directory.
--connector-suite: connector certification_suite.json.
--connector-chain-dir: connector evidence chain directory.

Exit code 0 means all chains verify and all suites pass. Exit code 1 means the release remains blocked.

`dpone ops certification-automation-plan`¶

Render the full source -> sink certification automation plan and required artifacts.

dpone ops certification-automation-plan \
  --output-dir test_artifacts/full_certification/automation \
  --profile mock_contract \
  --row-count 10000 \
  --format json

Options:

--output-dir: where certification_automation_plan.json and .md are written.
--profile: mock_contract, mock_local, or vendor_live.
--row-count: mock matrix row count, capped by the service at 100000.
--format: md or json.

Use this before changing .github/workflows/full-certification.yml so command order, required artifacts, docs, and runbooks remain aligned.

`dpone normalize`¶

Preview and infer nested normalization output from local row samples. This is a plan-only/self-service command: it does not connect to source systems and does not write target data.

`dpone normalize preview`¶

dpone normalize preview \
  --sample examples/nested/orders.jsonl \
  --root-table orders \
  --config examples/nested/normalization.yml \
  --format md \
  --output .dpone/normalization-preview.md

Options:

Option	Description
`--sample`	Local JSON, JSONL/NDJSON, CSV, or TSV sample file.
`--root-table`	Root normalized table name.
`--config`	Optional normalization config JSON/YAML file.
`--nested-level`	Override `normalization.nested.nested_level`.
`--limit`	Maximum sample rows to read; default `1000`.
`--format`	`text`, `json`, or `md`; default `text`.
`--output`	Optional output file path.

`dpone normalize infer`¶

dpone normalize infer \
  --sample examples/nested/orders.jsonl \
  --root-table orders \
  --nested-level 3 \
  --format json

Use infer when the output will be stored as GitOps evidence or reviewed in a pull request. See Nested normalization for policies, raw landing, guardrails, hierarchy contracts, and reverse hierarchy checks.

`dpone normalize lint`¶

dpone normalize lint \
  --root-table orders \
  --config examples/nested/normalization.yml \
  --format md \
  --output .dpone/nested-lint.md \
  --fail-on-error

Checks nested configuration for table collisions, missing explosion guardrails, and rollout risks before a manifest is enabled in production.

`dpone normalize certify`¶

dpone normalize certify \
  --row-count 1000 \
  --output-dir test_artifacts/nested/latest

Writes JSON and Markdown certification evidence covering lint, spill-to-disk, reverse readback, child finalizers, snapshot stores, schema-evolution contract, native fast-path execution contract, live harness contract, quarantine and raw landing.

`dpone normalize benchmark`¶

dpone normalize benchmark \
  --row-count 10000 \
  --max-rows 100000 \
  --output-dir test_artifacts/nested/benchmark-latest

Runs a deterministic local benchmark and writes throughput/row-count evidence.

`dpone normalize stress`¶

dpone normalize stress \
  --row-count 100000 \
  --max-rows 100000 \
  --spill-output-format json_each_row \
  --output-dir test_artifacts/nested/stress-latest

Runs skewed nested payload certification with sparse nested objects and child array sizes such as 0, 1, 10 and 1000 rows per parent.

CLI reference¶

dpone doctor¶

dpone doctor¶

dpone init¶

dpone init¶

dpone plan¶

dpone plan¶

dpone run¶

dpone run¶

dpone resync¶

dpone resync¶

dpone resume¶

dpone resume¶

dpone run-report¶

dpone run-report¶

dpone studio¶

dpone studio¶

dpone certify¶

dpone certify¶

dpone schema-plan¶

dpone schema-plan¶

dpone cdc-plan¶

dpone cdc-plan¶

dpone state¶

dpone state inspect¶

dpone state reset¶

dpone state export¶

dpone state replay-from¶

dpone state compare¶

dpone connectors¶

dpone connectors list¶

dpone connectors certify¶

dpone connectors scaffold¶

dpone ops¶

dpone ops artifact-index¶

dpone ops certification-run¶

dpone ops certification-history¶

dpone ops connector-badges¶

dpone ops contract-check¶

dpone ops quarantine-export¶

dpone ops quarantine-replay¶

dpone ops package-start¶

dpone ops package-commit¶

dpone ops rollback-plan¶

dpone ops rollback-apply¶

dpone ops rollback-execute¶

dpone ops marketplace¶

dpone ops evidence-bundle¶

dpone ops evidence-chain¶

dpone ops evidence-chain-verify¶

dpone ops go-live-gate¶

dpone ops policy-evaluate¶

dpone ops diff¶

dpone ops security-audit¶

dpone ops slo-evaluate¶

dpone ops incident-pack¶

dpone ops release-gate¶

dpone ops production-maturity¶

dpone ops industrial-readiness¶

dpone ops release-summary¶

dpone ops release-orchestrator¶

dpone ops release-promote¶

dpone ops env-drift¶

dpone ops change-request¶

dpone ops approval-record¶

dpone ops deployment-record¶

dpone ops post-deploy-verify¶

dpone ops release-close¶

dpone ops docs-publish-pack¶

dpone ops manifest-bundle¶

dpone ops runbook-pack¶

dpone ops run-registry¶

dpone ops lineage-export¶

dpone ops benchmark-baseline¶

dpone ops certification-automation-plan¶

dpone ops dbt-lineage¶

dpone ops integration-matrix-report¶

dpone ops certification-suite¶

dpone ops certification-pack¶

dpone ops recovery-plan¶

`dpone doctor`¶

`dpone doctor`¶

`dpone init`¶

`dpone init`¶

`dpone plan`¶

`dpone plan`¶

`dpone run`¶

`dpone run`¶

`dpone resync`¶

`dpone resync`¶

`dpone resume`¶

`dpone resume`¶

`dpone run-report`¶

`dpone run-report`¶

`dpone studio`¶

`dpone studio`¶

`dpone certify`¶

`dpone certify`¶

`dpone schema-plan`¶

`dpone schema-plan`¶

`dpone cdc-plan`¶

`dpone cdc-plan`¶

`dpone state`¶

`dpone state inspect`¶

`dpone state reset`¶

`dpone state export`¶

`dpone state replay-from`¶

`dpone state compare`¶

`dpone connectors`¶

`dpone connectors list`¶

`dpone connectors certify`¶

`dpone connectors scaffold`¶

`dpone ops`¶

`dpone ops artifact-index`¶

`dpone ops certification-run`¶

`dpone ops certification-history`¶

`dpone ops connector-badges`¶

`dpone ops contract-check`¶

`dpone ops quarantine-export`¶

`dpone ops quarantine-replay`¶

`dpone ops package-start`¶

`dpone ops package-commit`¶

`dpone ops rollback-plan`¶

`dpone ops rollback-apply`¶

`dpone ops rollback-execute`¶

`dpone ops marketplace`¶

`dpone ops evidence-bundle`¶

`dpone ops evidence-chain`¶

`dpone ops evidence-chain-verify`¶

`dpone ops go-live-gate`¶

`dpone ops policy-evaluate`¶

`dpone ops diff`¶

`dpone ops security-audit`¶

`dpone ops slo-evaluate`¶

`dpone ops incident-pack`¶

`dpone ops release-gate`¶

`dpone ops production-maturity`¶

`dpone ops industrial-readiness`¶

`dpone ops release-summary`¶

`dpone ops release-orchestrator`¶

`dpone ops release-promote`¶

`dpone ops env-drift`¶

`dpone ops change-request`¶

`dpone ops approval-record`¶

`dpone ops deployment-record`¶

`dpone ops post-deploy-verify`¶

`dpone ops release-close`¶

`dpone ops docs-publish-pack`¶

`dpone ops manifest-bundle`¶

`dpone ops runbook-pack`¶

`dpone ops run-registry`¶

`dpone ops lineage-export`¶

`dpone ops benchmark-baseline`¶

`dpone ops certification-automation-plan`¶

`dpone ops dbt-lineage`¶

`dpone ops integration-matrix-report`¶

`dpone ops certification-suite`¶

`dpone ops certification-pack`¶

`dpone ops recovery-plan`¶

`dpone ops reconcile`¶