chore(deps): bump datahub-agent-context from 1.6.0.17 to 1.7.0.4

[dependabot]

Bumps datahub-agent-context from 1.6.0.17 to 1.7.0.4.

Release notes

Sourced from datahub-agent-context's releases.

v1.7.0

DataHub v1.7.0

Requirements

• CLI / Python SDK: 1.7.0
• Helm Chart: 1.1.0

Full upgrade guidance, including every breaking change and migration step: Updating DataHub — v1.7.0.

Upgrade path / ZDU: You must upgrade to v1.6.0 before upgrading to v1.7.0 — do not skip 1.6.0. Deploy v1.6.0 with Helm chart 1.0.3, let system-update complete, then upgrade to v1.7.0 with Helm chart 1.1.0. Enable Elasticsearch/OpenSearch ZDU (global.datahub.systemUpdate.zdu) with the 1.1.0 chart on a subsequent OpenSearch/Elasticsearch version bump — not during the v1.6.0 install.

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Feature highlights

UI and experience

• Metrics and Semantic Models — first-class metric and semanticModel entities with dedicated pages, a metrics home/sidebar experience, autocomplete, modular summary tabs, and lineage wiring (#18134, #18350–#18407, #18442–#18459, #18462, #18482, #18701, and related).
• Logical Models UI — create, link, edit, and delete logical models from the UI, in addition to API/SDK paths (#18498).
• Data Product lineage — data products participate directly in the lineage graph (#18463).
• Multi-language (i18n) default on — I18N_ENABLED defaults to on in OSS; UI follows the browser locale. New Beta locales include French, Italian, Norwegian Bokmål, Swedish, Hungarian, and Finnish (#18285, #18282, #18221, #18222, #18263, #18265, #18339, #18520).
• Lineage graph — always the latest lineage experience; LINEAGE_GRAPH_V2 / LINEAGE_GRAPH_V3 flags removed.

Ingestion — new sources

• Cube — semantic-layer connector (#17964)
• AWS Kinesis — Kinesis Data Streams and Amazon Data Firehose (#17592)
• MicroStrategy — BI connector (#18158)
• Open Data Contract Standard (ODCS) — contracts from S3, GCS, HTTP, and Git (#17331, #18474, #18477)
• ThoughtSpot (#17400)
• SAP Datasphere (#17802)
• DocumentDB platform — opt-in platform: documentdb on the MongoDB source for AWS DocumentDB (#17443)

Ingestion — major connector improvements

• Hex — major in-place upgrade: table- and column-level lineage from Hex APIs, Project → Component links, run history, optional AI context documents; Components ingested as Chart entities (see breaking changes) (#17376).
• Snowflake — Semantic Views can emit first-class semanticModel / metric / logical-dataset entities (semantic_views.emit_semantic_model_entities; OSS default off / auto-resolve) (#18395, #18509).
• Databricks Unity Catalog — Lakehouse Federation (foreign catalogs); usage/ops/queries from system.query.history via the shared SQL parsing aggregator; ML model ingestion controls fixed (#18213, #17971, #18220, and related).
• Matillion — foldered container hierarchy, environment-scoped lineage, run history at pipeline and component levels, corrected console links (#17927).
• Glue — Lake Formation resource-link schema resolution (default on), column-level LF tags, cross-account platform instances (#17963, #17812).
• Redshift — multi-line SQL no longer dropped from lineage/usage; per-query popularity stats; table_pattern applied to SQL-parsing path (#18542, #18001, #18065).
• BigQuery — table stats from INFORMATION_SCHEMA.PARTITIONS (see breaking changes); usage window fields consolidated to top-level (#18367, #18133).
• Power BI / Mode — column-level lineage preserves original upstream column casing (#18181).
• Spark — Apache Spark 4.x support (Scala 2.13 agent); OpenLineage 1.50 with full shading for EMR/DataZone coexistence (#14911).
• S3 / ABS — profile data-lake files without PySpark; optional emit_folders_only for object-store folder cataloging (#18347, #18599, #18437).
• Airbyte — Public API stream namespace recovery (#18727).
• Kafka — profiling support (#14367).
• Great Expectations — GX Core 1.x action path (#18706).

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