atlanai/atlanai-analytics

v0.8.7Apache-2.0

Try Atlan Analytics on a demo or set it up on your own data, step by step: survey dashboards and query history, generate and check metrics, save them locally or to Atlan, ask questions and build a dashboard.

GitHub Open Website

scripts

analytics-ask
scripts/definition_link.py
analytics-build
scripts/acquisition.py
scripts/analytics_case.py
scripts/analytics_eval.py
scripts/analytics_flow.py
scripts/analytics_transcript.py
scripts/auth_recovery.py
scripts/checklist.py
216 more
- scripts/context_contracts.py
- scripts/context_state.py
- scripts/dashboard.py
- scripts/dashboard_errors.py
- scripts/dashboard_preflight.py
- scripts/dashboard_publish.py
- scripts/dashboard_run.py
- scripts/dashboard_runtime/scripts/inspect_powerbi.py
- scripts/dashboard_runtime/scripts/setup_pbixray.py
- scripts/dashboard_runtime/trident/__init__.py
- scripts/dashboard_runtime/trident/contracts.py
- scripts/dashboard_runtime/trident/core.py
- scripts/dashboard_runtime/trident/dax_syntax.py
- scripts/dashboard_runtime/trident/evaluation.py
- scripts/dashboard_runtime/trident/metric_contract.py
- scripts/dashboard_runtime/trident/powerbi_file.py
- scripts/dashboard_runtime/trident/snowflake_cli.py
- scripts/dashboard_runtime/trident/snowflake_discovery.py
- scripts/experience.py
- scripts/experience_workbench.py
- scripts/journey.py
- scripts/local_data.py
- scripts/local_prepare.py
- scripts/metric_preview.py
- scripts/page_scope.py
- scripts/progress.py
- scripts/project.py
- scripts/publication_batches.py
- scripts/publication_receipts.py
- scripts/reconciliation.py
- scripts/registry_contract.py
- scripts/registry_inspection.py
- scripts/retrieval.py
- scripts/source_inventory.py
- metrics-generation
- modules/__init__.py
- modules/metrics/__init__.py
- modules/metrics/driver.py
- modules/metrics/engine/examples/plugs/databricks-direct/src/metrics_agent_databricks/__init__.py
- modules/metrics/engine/examples/plugs/jsonl-trace/src/metrics_agent_jsonl_trace/__init__.py
- modules/metrics/engine/examples/plugs/postgres-direct/src/metrics_agent_postgres/__init__.py
- modules/metrics/engine/packages/metrics-agent-databricks/src/metrics_agent_databricks/__init__.py
- modules/metrics/engine/packages/metrics-agent-databricks/src/metrics_agent_databricks/artifacts.py
- modules/metrics/engine/packages/metrics-agent-databricks/src/metrics_agent_databricks/auth.py
- modules/metrics/engine/packages/metrics-agent-databricks/src/metrics_agent_databricks/history.py
- modules/metrics/engine/packages/metrics-agent-databricks/src/metrics_agent_databricks/plug.py
- modules/metrics/engine/packages/metrics-agent-powerbi/src/metrics_agent_powerbi/__init__.py
- modules/metrics/engine/packages/metrics-agent-powerbi/src/metrics_agent_powerbi/access.py
- modules/metrics/engine/packages/metrics-agent-powerbi/src/metrics_agent_powerbi/credentials.py
- modules/metrics/engine/packages/metrics-agent-powerbi/src/metrics_agent_powerbi/mcp_capture.py
- modules/metrics/engine/packages/metrics-agent-powerbi/src/metrics_agent_powerbi/pbi_definition_extract.py
- modules/metrics/engine/packages/metrics-agent-powerbi/src/metrics_agent_powerbi/plug.py
- modules/metrics/engine/packages/metrics-agent-snowflake/src/metrics_agent_snowflake/__init__.py
- modules/metrics/engine/packages/metrics-agent-snowflake/src/metrics_agent_snowflake/artifacts.py
- modules/metrics/engine/packages/metrics-agent-snowflake/src/metrics_agent_snowflake/history.py
- modules/metrics/engine/packages/metrics-agent-snowflake/src/metrics_agent_snowflake/plug.py
- modules/metrics/engine/packages/metrics-agent-snowflake/src/metrics_agent_snowflake/semantic_view.py
- modules/metrics/engine/packages/metrics-agent-snowflake/src/metrics_agent_snowflake/semantic_view_ddl.py
- modules/metrics/engine/packages/metrics-agent-snowflake/src/metrics_agent_snowflake/semantic_view_queries.py
- modules/metrics/engine/packages/metrics-agent-tableau/src/metrics_agent_tableau/__init__.py
- modules/metrics/engine/packages/metrics-agent-tableau/src/metrics_agent_tableau/access.py
- modules/metrics/engine/packages/metrics-agent-tableau/src/metrics_agent_tableau/artifacts.py
- modules/metrics/engine/packages/metrics-agent-tableau/src/metrics_agent_tableau/fetch.py
- modules/metrics/engine/packages/metrics-agent-tableau/src/metrics_agent_tableau/mcp_capture.py
- modules/metrics/engine/packages/metrics-agent-tableau/src/metrics_agent_tableau/metadata.py
- modules/metrics/engine/packages/metrics-agent-tableau/src/metrics_agent_tableau/plug.py
- modules/metrics/engine/packages/metrics-agent-tableau/src/metrics_agent_tableau/rest.py
- modules/metrics/engine/run_pipeline.sh
- modules/metrics/engine/scripts/a1_parse_bi.py
- modules/metrics/engine/scripts/a2_question_units.py
- modules/metrics/engine/scripts/a3_loop.py
- modules/metrics/engine/scripts/a3_translate.py
- modules/metrics/engine/scripts/a3b_review.py
- modules/metrics/engine/scripts/a4_witness_bi.py
- modules/metrics/engine/scripts/c1_normalise.py
- modules/metrics/engine/scripts/c2_merge.py
- modules/metrics/engine/scripts/c3_questions.py
- modules/metrics/engine/scripts/c4_gates.py
- modules/metrics/engine/scripts/c5_emit.py
- modules/metrics/engine/scripts/d1_candidates.py
- modules/metrics/engine/scripts/d4b_consistency.py
- modules/metrics/engine/scripts/g1_terms.py
- modules/metrics/engine/scripts/g2_publish.py
- modules/metrics/engine/scripts/g3_link_assets.py
- modules/metrics/engine/scripts/g4_serve_sql.py
- modules/metrics/engine/scripts/h0_corpus.py
- modules/metrics/engine/scripts/h1_shapes.py
- modules/metrics/engine/scripts/h2_measures.py
- modules/metrics/engine/scripts/h5_verified.py
- modules/metrics/engine/scripts/m1_merge.py
- modules/metrics/engine/scripts/m2_describe.py
- modules/metrics/engine/scripts/pbi-definition-extract/pbi_definition_extract.py
- modules/metrics/engine/scripts/r1_envelopes.py
- modules/metrics/engine/scripts/r1b_envelopes.py
- modules/metrics/engine/scripts/r2_mirror.py
- modules/metrics/engine/scripts/r3_push.py
- modules/metrics/engine/scripts/r3b_push.py
- modules/metrics/engine/scripts/r4_relate_push.py
- modules/metrics/engine/scripts/run.py
- modules/metrics/engine/scripts/s0_inputs.py
- modules/metrics/engine/scripts/t0_agent.py
- modules/metrics/engine/scripts/t1_lineage.py
- modules/metrics/engine/scripts/t2_session.py
- modules/metrics/engine/scripts/x1_propose.py
- modules/metrics/engine/scripts/x2_merge.py
- modules/metrics/engine/scripts/x3_emit.py
- modules/metrics/engine/scripts/x3_loop.py
- modules/metrics/engine/scripts/x4_relate.py
- modules/metrics/engine/src/metrics_agent/__init__.py
- modules/metrics/engine/src/metrics_agent/_paths.py
- modules/metrics/engine/src/metrics_agent/cli.py
- modules/metrics/engine/src/metrics_agent/lib/__init__.py
- modules/metrics/engine/src/metrics_agent/lib/access.py
- modules/metrics/engine/src/metrics_agent/lib/artifacts.py
- modules/metrics/engine/src/metrics_agent/lib/bi_capture.py
- modules/metrics/engine/src/metrics_agent/lib/bi_models.py
- modules/metrics/engine/src/metrics_agent/lib/bi_scope.py
- modules/metrics/engine/src/metrics_agent/lib/bi_tags.py
- modules/metrics/engine/src/metrics_agent/lib/card_sql.py
- modules/metrics/engine/src/metrics_agent/lib/cardfields.py
- modules/metrics/engine/src/metrics_agent/lib/catalogue.py
- modules/metrics/engine/src/metrics_agent/lib/consistency.py
- modules/metrics/engine/src/metrics_agent/lib/corpus.py
- modules/metrics/engine/src/metrics_agent/lib/declared.py
- modules/metrics/engine/src/metrics_agent/lib/dialect.py
- modules/metrics/engine/src/metrics_agent/lib/dimensions.py
- modules/metrics/engine/src/metrics_agent/lib/engine.py
- modules/metrics/engine/src/metrics_agent/lib/evidence.py
- modules/metrics/engine/src/metrics_agent/lib/faithfulness.py
- modules/metrics/engine/src/metrics_agent/lib/fold.py
- modules/metrics/engine/src/metrics_agent/lib/literal_privacy.py
- modules/metrics/engine/src/metrics_agent/lib/manifest.py
- modules/metrics/engine/src/metrics_agent/lib/measures.py
- modules/metrics/engine/src/metrics_agent/lib/observed.py
- modules/metrics/engine/src/metrics_agent/lib/pii.py
- modules/metrics/engine/src/metrics_agent/lib/policy.py
- modules/metrics/engine/src/metrics_agent/lib/publish_target.py
- modules/metrics/engine/src/metrics_agent/lib/quality.py
- modules/metrics/engine/src/metrics_agent/lib/querylog.py
- modules/metrics/engine/src/metrics_agent/lib/redact.py
- modules/metrics/engine/src/metrics_agent/lib/rules.py
- modules/metrics/engine/src/metrics_agent/lib/run_record.py
- modules/metrics/engine/src/metrics_agent/lib/slugs.py
- modules/metrics/engine/src/metrics_agent/lib/sqlshape.py
- modules/metrics/engine/src/metrics_agent/lib/stage.py
- modules/metrics/engine/src/metrics_agent/lib/tablecards.py
- modules/metrics/engine/src/metrics_agent/lib/whgate.py
- modules/metrics/engine/src/metrics_agent/lib/withheld.py
- modules/metrics/engine/src/metrics_agent/lib/witness.py
- modules/metrics/engine/src/metrics_agent/observe.py
- modules/metrics/engine/src/metrics_agent/plug_runtime.py
- modules/metrics/engine/src/metrics_agent/plugs/__init__.py
- modules/metrics/engine/src/metrics_agent/plugs/files.py
- modules/metrics/engine/src/metrics_agent/plugs/local_files.py
- modules/metrics/engine/src/metrics_agent/plugs/readers/__init__.py
- modules/metrics/engine/src/metrics_agent/plugs/readers/bicompile.py
- modules/metrics/engine/src/metrics_agent/plugs/readers/daxtables.py
- modules/metrics/engine/src/metrics_agent/plugs/readers/fixedtables.py
- modules/metrics/engine/src/metrics_agent/plugs/readers/lookml.py
- modules/metrics/engine/src/metrics_agent/plugs/readers/mquery.py
- modules/metrics/engine/src/metrics_agent/plugs/readers/mquery_steps.py
- modules/metrics/engine/src/metrics_agent/plugs/readers/pbit.py
- modules/metrics/engine/src/metrics_agent/plugs/readers/pbix.py
- modules/metrics/engine/src/metrics_agent/plugs/readers/powerbi.py
- modules/metrics/engine/src/metrics_agent/plugs/readers/powerbi_goals.py
- modules/metrics/engine/src/metrics_agent/plugs/readers/powerbi_layout.py
- modules/metrics/engine/src/metrics_agent/plugs/readers/powerbi_rdl.py
- modules/metrics/engine/src/metrics_agent/plugs/readers/powerbi_scan.py
- modules/metrics/engine/src/metrics_agent/plugs/readers/tableau.py
- modules/metrics/engine/src/metrics_agent/plugs/readers/tableau_params.py
- modules/metrics/engine/src/metrics_agent/plugs/readers/tabular.py
- modules/metrics/engine/src/metrics_agent/plugs/readers/visualcalc.py
- modules/metrics/engine/src/metrics_agent/readers.py
- modules/metrics/engine/src/metrics_agent/run_config.py
- modules/metrics/engine/src/metrics_agent/setup.py
- modules/metrics/engine/src/metrics_agent/socket_gates.py
- modules/metrics/engine/src/metrics_agent/sockets.py
- modules/metrics/engine/src/metrics_agent/stages/__init__.py
- modules/metrics/engine/src/metrics_agent/stages/a1_parse_bi.py
- modules/metrics/engine/src/metrics_agent/stages/a2_question_units.py
- modules/metrics/engine/src/metrics_agent/stages/a3_loop.py
- modules/metrics/engine/src/metrics_agent/stages/a3_translate.py
- modules/metrics/engine/src/metrics_agent/stages/a3b_review.py
- modules/metrics/engine/src/metrics_agent/stages/a4_witness_bi.py
- modules/metrics/engine/src/metrics_agent/stages/c1_normalise.py
- modules/metrics/engine/src/metrics_agent/stages/c2_merge.py
- modules/metrics/engine/src/metrics_agent/stages/c3_questions.py
- modules/metrics/engine/src/metrics_agent/stages/c4_gates.py
- modules/metrics/engine/src/metrics_agent/stages/c5_emit.py
- modules/metrics/engine/src/metrics_agent/stages/d1_candidates.py
- modules/metrics/engine/src/metrics_agent/stages/d4b_consistency.py
- modules/metrics/engine/src/metrics_agent/stages/h0_corpus.py
- modules/metrics/engine/src/metrics_agent/stages/h1_shapes.py
- modules/metrics/engine/src/metrics_agent/stages/h2_measures.py
- modules/metrics/engine/src/metrics_agent/stages/h5_verified.py
- modules/metrics/engine/src/metrics_agent/stages/m1_merge.py
- modules/metrics/engine/src/metrics_agent/stages/m2_describe.py
- modules/metrics/engine/src/metrics_agent/stages/run.py
- modules/metrics/engine/src/metrics_agent/stages/s0_inputs.py
- modules/metrics/engine/src/metrics_agent/stages/s_fetch_bi.py
- modules/metrics/engine/src/metrics_agent/stages/x1_propose.py
- modules/metrics/engine/src/metrics_agent/stages/x2_merge.py
- modules/metrics/engine/src/metrics_agent/stages/x3_emit.py
- modules/metrics/engine/src/metrics_agent/stages/x3_loop.py
- modules/metrics/engine/src/metrics_agent/stages/x4_relate.py
- modules/metrics/engine/src/metrics_agent/testing/__init__.py
- modules/metrics/engine/src/metrics_agent/testing/conformance.py
- modules/metrics/export.py
- modules/metrics/holds.py
- modules/metrics/publication.py
- modules/metrics/required_filters.py
- modules/metrics/terminal_io.py
- modules/metrics/validation.py
- modules/metrics/worker.py
- modules/workflow.py
- scripts/analytics_agent.py

plugin.json

name: atlanai-analytics
version: 0.8.7
description: Try Atlan Analytics on a demo or set it up on your own data, step by step: survey dashboards and query history, generate and check metrics, save them locally or to Atlan, ask questions and build a dashboard.
author: Atlanhttps://atlan.com
license: Apache-2.0
homepage: https://github.com/atlanai/atlan-plugins
repository: https://github.com/atlanai/atlan-plugins
keywords: atlan analytics metrics text-to-sql talk-to-data snowflake databricks dashboards
extensions: com.openai

plugin.json

{
  "$schema": "https://agent-plugins.org/schemas/1.0.0/plugin.schema.json",
  "name": "atlanai-analytics",
  "version": "0.8.7",
  "description": "Try Atlan Analytics on a demo or set it up on your own data, step by step: survey dashboards and query history, generate and check metrics, save them locally or to Atlan, ask questions and build a dashboard.",
  "author": {
    "name": "Atlan",
    "url": "https://atlan.com"
  },
  "homepage": "https://github.com/atlanai/atlan-plugins",
  "repository": "https://github.com/atlanai/atlan-plugins",
  "license": "Apache-2.0",
  "keywords": [
    "atlan",
    "analytics",
    "metrics",
    "text-to-sql",
    "talk-to-data",
    "snowflake",
    "databricks",
    "dashboards"
  ],
  "extensions": {
    "com.openai": {
      "interface": {
        "displayName": "Analytics",
        "shortDescription": "Publish analytics context and ask your data with Atlan",
        "longDescription": "The analytics workload on the Atlan registry, as five skills. analytics-demo walks through a made-up firm end to end. analytics-build does the same on your own dashboards, BI exports and query history, in seven steps. source-survey says what a source holds and which metric names it offers. metrics-generation generates, checks, edits, proposes and publishes metrics and saved queries with the metrics engine. analytics-ask answers a data question from published metrics, with the definition it used, and turns answers into a dashboard. It finds your Snowflake, Databricks or other warehouse through Atlan or your own connector, and uses the Atlan plugin's connection.",
        "developerName": "Atlan",
        "category": "Data & Analytics",
        "capabilities": [
          "Interactive",
          "Write"
        ],
        "websiteURL": "https://atlan.com",
        "defaultPrompt": [
          "Show me an Atlan Analytics demo",
          "Help me use this dashboard, folder or BI export to ask questions about my data",
          "Build metrics and saved queries for our support tables from the warehouse's query history"
        ],
        "brandColor": "#2026D2",
        "composerIcon": "./assets/logo.svg",
        "logo": "./assets/logo.svg",
        "privacyPolicyURL": "https://atlan.com/privacy-policy/"
      }
    }
  }
}

What else this package ships

These files come with the package and this site does not publish them. They are listed so you know what is there before you install it.

222Python files
run_pipeline.sh
81JSON files
12YAML files
8configuration files
constraints.txt
5other files

View on GitHub

Client extensions

Data this package carries for particular clients. The directory lists the clients named and never reads what is addressed to them.

com.openai