LICENSE
MANIFEST.in
README.md
pyproject.toml
marivo/__init__.py
marivo/cli.py
marivo/config.py
marivo/preview.py
marivo/project.py
marivo/refs.py
marivo/render.py
marivo.egg-info/PKG-INFO
marivo.egg-info/SOURCES.txt
marivo.egg-info/dependency_links.txt
marivo.egg-info/entry_points.txt
marivo.egg-info/requires.txt
marivo.egg-info/top_level.txt
marivo/analysis/__init__.py
marivo/analysis/constraints.py
marivo/analysis/delta_math.py
marivo/analysis/errors.py
marivo/analysis/escape_hatch.py
marivo/analysis/followups.py
marivo/analysis/help.py
marivo/analysis/lineage.py
marivo/analysis/policies.py
marivo/analysis/refs.py
marivo/analysis/semantic_inputs.py
marivo/analysis/timezone.py
marivo/analysis/validation.py
marivo/analysis/calendar/__init__.py
marivo/analysis/calendar/align.py
marivo/analysis/calendar/loader.py
marivo/analysis/calendar/model.py
marivo/analysis/evidence/__init__.py
marivo/analysis/evidence/assessment.py
marivo/analysis/evidence/audit.py
marivo/analysis/evidence/followups.py
marivo/analysis/evidence/identity.py
marivo/analysis/evidence/knowledge.py
marivo/analysis/evidence/pipeline.py
marivo/analysis/evidence/seeding.py
marivo/analysis/evidence/store.py
marivo/analysis/evidence/types.py
marivo/analysis/evidence/extraction/__init__.py
marivo/analysis/evidence/extraction/anomaly.py
marivo/analysis/evidence/extraction/composition.py
marivo/analysis/evidence/extraction/correlation.py
marivo/analysis/evidence/extraction/delta.py
marivo/analysis/evidence/extraction/forecast.py
marivo/analysis/evidence/extraction/observation.py
marivo/analysis/evidence/extraction/test.py
marivo/analysis/executor/__init__.py
marivo/analysis/executor/query_record.py
marivo/analysis/executor/runner.py
marivo/analysis/frames/__init__.py
marivo/analysis/frames/_component.py
marivo/analysis/frames/_coverage.py
marivo/analysis/frames/_meta_defaults.py
marivo/analysis/frames/association.py
marivo/analysis/frames/attribution.py
marivo/analysis/frames/base.py
marivo/analysis/frames/candidate.py
marivo/analysis/frames/component.py
marivo/analysis/frames/coverage.py
marivo/analysis/frames/delta.py
marivo/analysis/frames/exploration.py
marivo/analysis/frames/forecast.py
marivo/analysis/frames/hypothesis.py
marivo/analysis/frames/metric.py
marivo/analysis/frames/quality.py
marivo/analysis/frames/render.py
marivo/analysis/intents/__init__.py
marivo/analysis/intents/_candidate_columns.py
marivo/analysis/intents/_derived.py
marivo/analysis/intents/_discover_scorers.py
marivo/analysis/intents/_quality_checks.py
marivo/analysis/intents/_shape.py
marivo/analysis/intents/_types.py
marivo/analysis/intents/_validate.py
marivo/analysis/intents/_window_pairs.py
marivo/analysis/intents/assess_quality.py
marivo/analysis/intents/compare.py
marivo/analysis/intents/correlate.py
marivo/analysis/intents/decompose.py
marivo/analysis/intents/discover.py
marivo/analysis/intents/forecast.py
marivo/analysis/intents/observe.py
marivo/analysis/intents/observe_errors.py
marivo/analysis/intents/observe_planner.py
marivo/analysis/intents/sampled_fold.py
marivo/analysis/intents/select.py
marivo/analysis/intents/test.py
marivo/analysis/intents/transform.py
marivo/analysis/publish/__init__.py
marivo/analysis/publish/help.py
marivo/analysis/publish/publish_config.py
marivo/analysis/publish/publish_hash.py
marivo/analysis/publish/publish_secrets.py
marivo/analysis/publish/publish_targets.py
marivo/analysis/publish/replay_check.py
marivo/analysis/publish/report_mcp_adapter.py
marivo/analysis/publish/report_models.py
marivo/analysis/publish/report_package.py
marivo/analysis/publish/report_publish.py
marivo/analysis/publish/report_validation.py
marivo/analysis/scripts/__init__.py
marivo/analysis/session/__init__.py
marivo/analysis/session/_connections.py
marivo/analysis/session/_layout.py
marivo/analysis/session/_load.py
marivo/analysis/session/_resolve.py
marivo/analysis/session/_runtime.py
marivo/analysis/session/_store.py
marivo/analysis/session/core.py
marivo/analysis/windows/__init__.py
marivo/analysis/windows/grain.py
marivo/analysis/windows/spec.py
marivo/datasource/__init__.py
marivo/datasource/authoring.py
marivo/datasource/backends.py
marivo/datasource/catalog.py
marivo/datasource/constraints.py
marivo/datasource/errors.py
marivo/datasource/help.py
marivo/datasource/ir.py
marivo/datasource/loader.py
marivo/datasource/manage.py
marivo/datasource/metadata.py
marivo/datasource/runtime.py
marivo/datasource/scan.py
marivo/datasource/secrets.py
marivo/datasource/store.py
marivo/datasource/timezone.py
marivo/datasource/typing.py
marivo/introspection/__init__.py
marivo/introspection/_fuzzy.py
marivo/introspection/constraints.py
marivo/introspection/describe.py
marivo/introspection/errors.py
marivo/introspection/render.py
marivo/introspection/schema.py
marivo/introspection/surface.py
marivo/semantic/__init__.py
marivo/semantic/_registry_bridge.py
marivo/semantic/authoring.py
marivo/semantic/catalog.py
marivo/semantic/check.py
marivo/semantic/constraints.py
marivo/semantic/dtos.py
marivo/semantic/errors.py
marivo/semantic/help.py
marivo/semantic/ir.py
marivo/semantic/ledger.py
marivo/semantic/loader.py
marivo/semantic/materializer.py
marivo/semantic/parity.py
marivo/semantic/prepare.py
marivo/semantic/reader.py
marivo/semantic/readiness.py
marivo/semantic/refs.py
marivo/semantic/resolver.py
marivo/semantic/richness.py
marivo/semantic/scope.py
marivo/semantic/time_format.py
marivo/semantic/typing.py
marivo/semantic/unit_algebra.py
marivo/semantic/validator.py
marivo/skills/__init__.py
marivo/skills/marivo-analysis/SKILL.md
marivo/skills/marivo-analysis/references/backend-setup.md
marivo/skills/marivo-analysis/references/cheatsheet.md
marivo/skills/marivo-analysis/references/final-report.md
marivo/skills/marivo-analysis/references/judgment-db-schema.md
marivo/skills/marivo-analysis/references/pitfalls.md
marivo/skills/marivo-analysis/references/typed-facts.md
marivo/skills/marivo-analysis/references/examples/00_real_project_template.py
marivo/skills/marivo-analysis/references/examples/01_observe_single_window.py
marivo/skills/marivo-analysis/references/examples/02_compare_yoy.py
marivo/skills/marivo-analysis/references/examples/03_decompose_attribution.py
marivo/skills/marivo-analysis/references/examples/04_detect_anomaly.py
marivo/skills/marivo-analysis/references/examples/05_test_hypothesis.py
marivo/skills/marivo-analysis/references/examples/06_forecast_horizon.py
marivo/skills/marivo-analysis/references/examples/07_assess_metric_quality.py
marivo/skills/marivo-analysis/references/examples/08_discover_driver_axes.py
marivo/skills/marivo-analysis/references/examples/08_escape_hatch_promotion.py
marivo/skills/marivo-analysis/references/examples/09_discover_period_shifts.py
marivo/skills/marivo-analysis/references/examples/10_discover_interesting_slices.py
marivo/skills/marivo-analysis/references/examples/11_discover_cross_sectional.py
marivo/skills/marivo-analysis/references/examples/12_select_window_drilldown.py
marivo/skills/marivo-analysis/references/examples/13_dynamic_grain_observe.py
marivo/skills/marivo-analysis/references/examples/99_pitfall_pass_delta_to_compare.py
marivo/skills/marivo-analysis/references/examples/compare_calendar.py
marivo/skills/marivo-analysis/references/examples/compare_panel.py
marivo/skills/marivo-analysis/references/examples/compare_segmented.py
marivo/skills/marivo-analysis/references/examples/decompose_panel.py
marivo/skills/marivo-analysis/references/examples/observe_panel.py
marivo/skills/marivo-analysis/references/examples/observe_segmented.py
marivo/skills/marivo-analysis/references/examples/observe_timescope.py
marivo/skills/marivo-analysis/references/examples/session_frame_recovery.py
marivo/skills/marivo-analysis/references/examples/session_timezone.py
marivo/skills/marivo-analysis/references/examples/transform_normalize_share.py
marivo/skills/marivo-analysis/references/examples/transform_rollup_panel.py
marivo/skills/marivo-analysis/references/examples/transform_slice.py
marivo/skills/marivo-analysis/references/examples/transform_topk_delta.py
marivo/skills/marivo-analysis/references/examples/transform_window.py
marivo/skills/marivo-analysis/references/examples/_fixtures/__init__.py
marivo/skills/marivo-analysis/references/examples/_fixtures/tiny_semantic.py
marivo/skills/marivo-semantic/SKILL.md
marivo/skills/marivo-semantic/references/authoring-patterns.md
marivo/skills/marivo-semantic/references/closeout.md
marivo/skills/marivo-semantic/references/datasource.md
marivo/skills/marivo-semantic/references/evidence-and-ledger.md
marivo/skills/marivo-semantic/references/object-briefs.md
marivo/skills/marivo-semantic/references/pitfalls.md
marivo/skills/marivo-semantic/references/preview.md
marivo/skills/marivo-semantic/references/workflow.md
marivo/skills/marivo-semantic/references/examples/01_single_domain_file.py
marivo/skills/marivo-semantic/references/examples/02_source_evidence_to_check.py
marivo/skills/marivo-semantic/references/examples/03_closeout_readiness_richness.py
marivo/skills/marivo-semantic/references/examples/04_derived_metrics.py
marivo/skills/marivo-semantic/references/examples/05_relationship_cross_entity.py
tests/test_agent_api_drift.py
tests/test_agent_result_protocol.py
tests/test_analysis_assess_quality.py
tests/test_analysis_calendar_loader.py
tests/test_analysis_candidate_columns.py
tests/test_analysis_candidate_followups.py
tests/test_analysis_candidate_select.py
tests/test_analysis_compare.py
tests/test_analysis_compare_calendar.py
tests/test_analysis_compare_panel.py
tests/test_analysis_compare_segmented.py
tests/test_analysis_component_compare_decompose.py
tests/test_analysis_correlate.py
tests/test_analysis_cross_session.py
tests/test_analysis_datasource_secrets.py
tests/test_analysis_decompose.py
tests/test_analysis_decompose_panel.py
tests/test_analysis_decompose_signature.py
tests/test_analysis_discover.py
tests/test_analysis_discover_objectives.py
tests/test_analysis_errors.py
tests/test_analysis_errors_shape.py
tests/test_analysis_errors_template.py
tests/test_analysis_escape_hatch.py
tests/test_analysis_evidence_assess_quality.py
tests/test_analysis_evidence_assessment.py
tests/test_analysis_evidence_assessment_remaining.py
tests/test_analysis_evidence_correlate.py
tests/test_analysis_evidence_decompose.py
tests/test_analysis_evidence_discover.py
tests/test_analysis_evidence_e2e.py
tests/test_analysis_evidence_extraction.py
tests/test_analysis_evidence_extraction_anomaly.py
tests/test_analysis_evidence_extraction_composition.py
tests/test_analysis_evidence_extraction_correlation.py
tests/test_analysis_evidence_extraction_forecast.py
tests/test_analysis_evidence_extraction_test.py
tests/test_analysis_evidence_followups.py
tests/test_analysis_evidence_followups_full_whitelist.py
tests/test_analysis_evidence_forecast.py
tests/test_analysis_evidence_identity.py
tests/test_analysis_evidence_knowledge.py
tests/test_analysis_evidence_knowledge_full.py
tests/test_analysis_evidence_observe_compare.py
tests/test_analysis_evidence_pipeline.py
tests/test_analysis_evidence_seeding.py
tests/test_analysis_evidence_seeding_t2_decomposition.py
tests/test_analysis_evidence_seeding_t3_anomaly.py
tests/test_analysis_evidence_seeding_t4_correlation.py
tests/test_analysis_evidence_seeding_t5_test.py
tests/test_analysis_evidence_seeding_t6_forecast.py
tests/test_analysis_evidence_store.py
tests/test_analysis_evidence_surface3.py
tests/test_analysis_evidence_surface3_trace.py
tests/test_analysis_evidence_test_intent.py
tests/test_analysis_evidence_types.py
tests/test_analysis_evidence_walkthrough_doctest.py
tests/test_analysis_examples_v1_2.py
tests/test_analysis_executor_clickhouse_compat.py
tests/test_analysis_executor_window_tz.py
tests/test_analysis_forecast.py
tests/test_analysis_frame_cache.py
tests/test_analysis_frame_semantic_shape.py
tests/test_analysis_frame_unit.py
tests/test_analysis_frames_attribution.py
tests/test_analysis_frames_base.py
tests/test_analysis_frames_component.py
tests/test_analysis_frames_delta.py
tests/test_analysis_frames_metric.py
tests/test_analysis_frames_summary.py
tests/test_analysis_from_dataframe_window.py
tests/test_analysis_help.py
tests/test_analysis_imports.py
tests/test_analysis_integration.py
tests/test_analysis_lineage.py
tests/test_analysis_load_frame_v1_2.py
tests/test_analysis_observe.py
tests/test_analysis_observe_cross_dataset_phase1.py
tests/test_analysis_observe_cross_dataset_phase2.py
tests/test_analysis_observe_cross_dataset_phase3.py
tests/test_analysis_observe_panel.py
tests/test_analysis_observe_planner.py
tests/test_analysis_observe_planner_phase2.py
tests/test_analysis_observe_planner_phase3.py
tests/test_analysis_observe_sampled_fold.py
tests/test_analysis_observe_segmented.py
tests/test_analysis_observe_timescope.py
tests/test_analysis_profiles_backends.py
tests/test_analysis_profiles_registry.py
tests/test_analysis_profiles_store.py
tests/test_analysis_publish_help.py
tests/test_analysis_refs_policies.py
tests/test_analysis_report_artifact_mcp_adapter.py
tests/test_analysis_report_artifact_models.py
tests/test_analysis_report_artifact_package.py
tests/test_analysis_report_artifact_publish.py
tests/test_analysis_report_artifact_publish_config.py
tests/test_analysis_report_artifact_publish_hash.py
tests/test_analysis_report_artifact_publish_secrets.py
tests/test_analysis_report_artifact_publish_targets.py
tests/test_analysis_report_artifact_validation.py
tests/test_analysis_result_frames.py
tests/test_analysis_result_surface_identity.py
tests/test_analysis_runner.py
tests/test_analysis_semantic_inputs.py
tests/test_analysis_session_attach.py
tests/test_analysis_session_connections.py
tests/test_analysis_session_core.py
tests/test_analysis_session_helpers.py
tests/test_analysis_session_layout.py
tests/test_analysis_session_profile_integration.py
tests/test_analysis_session_reports.py
tests/test_analysis_session_store.py
tests/test_analysis_session_surface.py
tests/test_analysis_session_timezone.py
tests/test_analysis_skill_final_report_guidance.py
tests/test_analysis_slice_predicates.py
tests/test_analysis_test.py
tests/test_analysis_transform.py
tests/test_analysis_trino_format_regression.py
tests/test_analysis_validate.py
tests/test_analysis_window_encoding.py
tests/test_analysis_windows_spec.py
tests/test_catalog_discovery.py
tests/test_cli.py
tests/test_compare_dynamic_grain.py
tests/test_datasource_imports.py
tests/test_datasource_metadata.py
tests/test_datasource_runtime.py
tests/test_datasource_runtime_timezone.py
tests/test_datasource_scan.py
tests/test_datasource_typed_specs.py
tests/test_evidence_subject_grain.py
tests/test_executor_subday_bucketing.py
tests/test_forecast_dynamic_grain_rejected.py
tests/test_grain_public_exports.py
tests/test_help_folding.py
tests/test_ibis_attr_shadow.py
tests/test_introspection_contract.py
tests/test_introspection_core.py
tests/test_introspection_fuzzy.py
tests/test_metric_split_analysis.py
tests/test_metric_split_catalog.py
tests/test_metric_split_closeout.py
tests/test_metric_split_foundation.py
tests/test_metric_split_materializer.py
tests/test_metric_split_resolution.py
tests/test_metric_unit_algebra.py
tests/test_metric_unit_propagation.py
tests/test_observe_dynamic_grain.py
tests/test_packaging_metadata.py
tests/test_preview.py
tests/test_provenance_sql_qualification.py
tests/test_public_surface.py
tests/test_query_record.py
tests/test_refs.py
tests/test_render_helpers.py
tests/test_replay_check.py
tests/test_run_skill_examples.py
tests/test_semantic_agent_tightening.py
tests/test_semantic_assembly.py
tests/test_semantic_authoring.py
tests/test_semantic_authoring_surface_phase1.py
tests/test_semantic_authoring_surface_phase3.py
tests/test_semantic_catalog.py
tests/test_semantic_dtos.py
tests/test_semantic_imports.py
tests/test_semantic_ladder.py
tests/test_semantic_ledger.py
tests/test_semantic_ledger_project.py
tests/test_semantic_loader.py
tests/test_semantic_materializer.py
tests/test_semantic_parity.py
tests/test_semantic_phase1_contracts.py
tests/test_semantic_phase2_validity.py
tests/test_semantic_phase3_fanout_policy.py
tests/test_semantic_prepare.py
tests/test_semantic_public_evidence_surface.py
tests/test_semantic_reader.py
tests/test_semantic_readiness.py
tests/test_semantic_refs.py
tests/test_semantic_resolver.py
tests/test_semantic_richness.py
tests/test_semantic_single_object_results.py
tests/test_semantic_stepwise_authoring_e2e.py
tests/test_semantic_subsecond_granularity.py
tests/test_semantic_time_format.py
tests/test_semantic_validator.py
tests/test_semantic_verify_object.py
tests/test_session_intent_introspection.py
tests/test_skill_surface_discipline.py
tests/test_windows_grain.py
tests/test_windows_grain_window.py