Function and Class Inventory (Full / Dev)

See also: \ - API Reference \ - Inventory (User) \ - Inventory (Full / Dev)

Generated: 2026-01-05T20:43:00Z

Public surface area

Section 1: Public API

cubedynamics — cubedynamics: streaming-first climate cube math. - cubedynamics.plot (function, line 113, src/cubedynamics/__init__.py) — Convenience helper for plotting a 3D cube without using the pipe.

cubedynamics.correlation_cubes — Correlation and trend helpers for streamed cubes. - cubedynamics.correlation_cubes.correlation_cube (function, line 10, src/cubedynamics/correlation_cubes.py) — Compute correlations between a reference cube and streamed targets.

cubedynamics.data.gridmet — GRIDMET data access helpers. - cubedynamics.data.gridmet.load_gridmet_cube (function, line 27, src/cubedynamics/data/gridmet.py) — Load a GRIDMET-like climate cube.

cubedynamics.data.prism — PRISM data access helpers with a streaming-first contract. - cubedynamics.data.prism.load_prism_cube (function, line 20, src/cubedynamics/data/prism.py) — Load a PRISM-like cube.

cubedynamics.data.sentinel2 — Sentinel-2 data access helpers. - cubedynamics.data.sentinel2.load_s2_cube (function, line 25, src/cubedynamics/data/sentinel2.py) — Stream Sentinel-2 L2A data via cubo and return a dask-backed xarray object. - cubedynamics.data.sentinel2.load_s2_ndvi_cube (function, line 67, src/cubedynamics/data/sentinel2.py) — Stream Sentinel-2 and return an NDVI cube ready for downstream ops.

cubedynamics.demo — Synthetic event helpers used throughout the documentation. - cubedynamics.demo.make_demo_event (function, line 23, src/cubedynamics/demo.py) — Create a synthetic FIRED-like GeoDataFrame for demos.

cubedynamics.hulls — Plotting helper that builds ruled surfaces from daily polygons. - cubedynamics.hulls.plot_ruled_time_hull (function, line 51, src/cubedynamics/hulls.py) — Build a 3D ruled surface describing event growth through time.

cubedynamics.indices.vegetation — Vegetation index helpers. - cubedynamics.indices.vegetation.compute_ndvi_from_s2 (function, line 20, src/cubedynamics/indices/vegetation.py) — Compute NDVI from a Sentinel-2 Dataset or DataArray.

cubedynamics.ops.io — I/O helpers for pipe chains. - cubedynamics.ops.io.to_netcdf (function, line 8, src/cubedynamics/ops/io.py) — Factory for a pipeable .to_netcdf side-effect operation.

cubedynamics.ops.ndvi — NDVI-related pipeable operations. - cubedynamics.ops.ndvi.ndvi_from_s2 (function, line 8, src/cubedynamics/ops/ndvi.py) — Factory returning a Sentinel-2 NDVI transform for pipe chains.

cubedynamics.ops.stats — Statistical pipeable operations. - cubedynamics.ops.stats.correlation_cube (function, line 8, src/cubedynamics/ops/stats.py) — Factory placeholder for a future correlation cube operation.

cubedynamics.ops.transforms — Transform-style pipeable operations. - cubedynamics.ops.transforms.anomaly (function, line 12, src/cubedynamics/ops/transforms.py) — Deprecated shim forwarding to :func:cubedynamics.verbs.stats.anomaly. - cubedynamics.ops.transforms.month_filter (function, line 18, src/cubedynamics/ops/transforms.py) — Factory for filtering calendar months from a time coordinate.

cubedynamics.ops.viz — Visualization verbs wrapping simple interactive widgets. - cubedynamics.ops.viz.plot (function, line 12, src/cubedynamics/ops/viz.py) — Legacy wrapper for the interactive plotting verb.

cubedynamics.ops_fire.fired_api — - cubedynamics.ops_fire.fired_api.fired_event (function, line 14, src/cubedynamics/ops_fire/fired_api.py) — Public entry point for loading a FIRED fire event.

cubedynamics.ops_io.gridmet_api — - cubedynamics.ops_io.gridmet_api.gridmet (function, line 8, src/cubedynamics/ops_io/gridmet_api.py) — Load a GRIDMET variable as an xarray.DataArray suitable for CubePlot.

cubedynamics.piping — Pipe wrapper enabling | composition for cube operations. - cubedynamics.piping.Pipe (class, line 41, src/cubedynamics/piping.py) — Wrap a value so it can flow through | pipe stages. - cubedynamics.piping.Verb (class, line 27, src/cubedynamics/piping.py) — Wrapper for callables used in pipe chains. - cubedynamics.piping.pipe (function, line 87, src/cubedynamics/piping.py) — Wrap value in a :class:Pipe, enabling Pipe | op(...) syntax.

cubedynamics.plotting.cube_plot — Grammar-of-graphics + streaming core for cube plotting. - cubedynamics.plotting.cube_plot.CoordCube (class, line 249, src/cubedynamics/plotting/cube_plot.py) — Camera/coordinate configuration for cube plots. - cubedynamics.plotting.cube_plot.CubeAes (class, line 85, src/cubedynamics/plotting/cube_plot.py) — Aesthetic mapping for cube plots. - cubedynamics.plotting.cube_plot.CubeAnnotation (class, line 262, src/cubedynamics/plotting/cube_plot.py) — Simple annotation container for planes/text anchored to cube axes. - cubedynamics.plotting.cube_plot.CubeFacet (class, line 101, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot.CubeLayer (class, line 117, src/cubedynamics/plotting/cube_plot.py) — A plotting layer pairing a geom with data and stat. - cubedynamics.plotting.cube_plot.CubePlot (class, line 428, src/cubedynamics/plotting/cube_plot.py) — Internal object model for cube visualizations. - cubedynamics.plotting.cube_plot.CubeTheme (class, line 48, src/cubedynamics/plotting/cube_plot.py) — Theme configuration for cube plots. - cubedynamics.plotting.cube_plot.ScaleAlphaContinuous (class, line 242, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot.ScaleFillContinuous (class, line 149, src/cubedynamics/plotting/cube_plot.py) — Continuous color scale used by the cube viewer. - cubedynamics.plotting.cube_plot.geom_cube (function, line 132, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot.geom_outline (function, line 140, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot.geom_path3d (function, line 144, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot.geom_slice (function, line 136, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot.theme_cube_studio (function, line 78, src/cubedynamics/plotting/cube_plot.py) — Return the default "studio" theme.

cubedynamics.plotting.cube_viewer — - cubedynamics.plotting.cube_viewer._axis_range_from_ticks (function, line 1198, src/cubedynamics/plotting/cube_viewer.py) — - cubedynamics.plotting.cube_viewer._guess_axis_name (function, line 1166, src/cubedynamics/plotting/cube_viewer.py) — - cubedynamics.plotting.cube_viewer._infer_axis_ticks (function, line 1175, src/cubedynamics/plotting/cube_viewer.py) — - cubedynamics.plotting.cube_viewer.cube_from_dataarray (function, line 777, src/cubedynamics/plotting/cube_viewer.py) —

cubedynamics.plotting.progress — Notebook-friendly progress helpers for cube rendering. - cubedynamics.plotting.progress._CubeProgress (class, line 8, src/cubedynamics/plotting/progress.py) — Simple progress helper that prints inline status updates.

cubedynamics.plotting.viewer — Utilities for rendering the cube viewer safely inside notebooks. - cubedynamics.plotting.viewer._write_cube_html (function, line 12, src/cubedynamics/plotting/viewer.py) — Write a standalone cube viewer HTML file to the working directory. - cubedynamics.plotting.viewer.show_cube_viewer (function, line 22, src/cubedynamics/plotting/viewer.py) — Return an IFrame pointing at a self-contained cube viewer file.

cubedynamics.prism_streaming — Streaming-first helpers for PRISM datasets. - cubedynamics.prism_streaming.stream_prism_to_cube (function, line 15, src/cubedynamics/prism_streaming.py) — Stream PRISM data into an xarray object.

cubedynamics.sentinel — Sentinel-2 helper utilities for CubeDynamics. - cubedynamics.sentinel.load_sentinel2_bands_cube (function, line 87, src/cubedynamics/sentinel.py) — Stream a Sentinel-2 L2A cube for a user-selected list of bands. - cubedynamics.sentinel.load_sentinel2_cube (function, line 18, src/cubedynamics/sentinel.py) — Stream a Sentinel-2 L2A cube via cubo. - cubedynamics.sentinel.load_sentinel2_ndvi_cube (function, line 126, src/cubedynamics/sentinel.py) — Stream Sentinel-2 L2A data and compute a raw NDVI cube. - cubedynamics.sentinel.load_sentinel2_ndvi_zscore_cube (function, line 172, src/cubedynamics/sentinel.py) — Convenience wrapper that returns a z-scored Sentinel-2 NDVI cube.

cubedynamics.stats.anomalies — Anomaly and z-score utilities. - cubedynamics.stats.anomalies.rolling_mean (function, line 68, src/cubedynamics/stats/anomalies.py) — Compute a simple rolling mean along a time-like dimension. - cubedynamics.stats.anomalies.temporal_anomaly (function, line 33, src/cubedynamics/stats/anomalies.py) — Compute anomalies relative to a baseline mean over a time-like dimension. - cubedynamics.stats.anomalies.temporal_difference (function, line 52, src/cubedynamics/stats/anomalies.py) — Compute lagged differences along a time-like dimension. - cubedynamics.stats.anomalies.zscore_over_time (function, line 15, src/cubedynamics/stats/anomalies.py) — Deprecated helper that forwards to :func:cubedynamics.ops.stats.zscore.

cubedynamics.stats.correlation — Correlation helpers. - cubedynamics.stats.correlation.rolling_corr_vs_center (function, line 28, src/cubedynamics/stats/correlation.py) — Build a rolling-window correlation cube vs the center pixel.

cubedynamics.stats.spatial — Spatial cube math primitives. - cubedynamics.stats.spatial.mask_by_threshold (function, line 45, src/cubedynamics/stats/spatial.py) — Create a boolean mask for values that satisfy a threshold condition. - cubedynamics.stats.spatial.spatial_coarsen_mean (function, line 12, src/cubedynamics/stats/spatial.py) — Coarsen a DataArray by averaging blocks in the spatial dimensions. - cubedynamics.stats.spatial.spatial_smooth_mean (function, line 28, src/cubedynamics/stats/spatial.py) — Apply a boxcar spatial mean filter over the y/x dimensions.

cubedynamics.stats.tails — Tail dependence utilities. - cubedynamics.stats.tails.rolling_tail_dep_vs_center (function, line 64, src/cubedynamics/stats/tails.py) — Build rolling-window tail-dependence cubes vs the center pixel.

cubedynamics.streaming.gridmet — - cubedynamics.streaming.gridmet.stream_gridmet_to_cube (function, line 168, src/cubedynamics/streaming/gridmet.py) — Stream a gridMET subset as an xarray.DataArray "cube" for a given AOI.

cubedynamics.streaming.virtual — Virtual cube streaming helpers. - cubedynamics.streaming.virtual.VirtualCube (class, line 20, src/cubedynamics/streaming/virtual.py) — Representation of a lazily tiled cube. - cubedynamics.streaming.virtual.make_spatial_tiler (function, line 123, src/cubedynamics/streaming/virtual.py) — Create a deterministic spatial tiler for a bounding box. - cubedynamics.streaming.virtual.make_time_tiler (function, line 94, src/cubedynamics/streaming/virtual.py) — Create a deterministic time tiler.

cubedynamics.tubes — Backend utilities for tube detection and analysis. - cubedynamics.tubes.compute_suitability_from_ndvi (function, line 22, src/cubedynamics/tubes.py) — Return a boolean mask marking suitability based on NDVI thresholds. - cubedynamics.tubes.compute_tube_metrics (function, line 102, src/cubedynamics/tubes.py) — Compute per-tube metrics: - cubedynamics.tubes.label_tubes (function, line 57, src/cubedynamics/tubes.py) — Label 3D connected components (tubes) in a boolean mask. - cubedynamics.tubes.tube_to_vase_definition (function, line 216, src/cubedynamics/tubes.py) — Convert a single tube (tube_id) into a VaseDefinition.

cubedynamics.utils.chunking — Chunking and subsampling utilities. - cubedynamics.utils.chunking.coarsen_and_stride (function, line 10, src/cubedynamics/utils/chunking.py) — Optionally coarsen spatially and subsample in time.

Internal helpers (continued)

cubedynamics.utils.cube_css — Helpers for emitting lightweight CSS cube HTML scaffolding. - cubedynamics.utils.cube_css.write_css_cube_static (function, line 60, src/cubedynamics/utils/cube_css.py) — Write a standalone HTML page with a simple CSS-based cube skeleton.

cubedynamics.utils.dims — Utilities for inferring canonical cube dimensions. - cubedynamics.utils.dims._infer_time_y_x_dims (function, line 16, src/cubedynamics/utils/dims.py) — Infer time, y, and x dimension names from a cube-like object.

cubedynamics.utils.drop_bad_assets — Utilities for handling intermittent remote asset failures. - cubedynamics.utils.drop_bad_assets.drop_bad_assets (function, line 25, src/cubedynamics/utils/drop_bad_assets.py) — Return a copy of cube with slices that raise errors removed.

cubedynamics.variables — Semantic variable loaders for common climate and vegetation variables. - cubedynamics.variables.ndvi (function, line 426, src/cubedynamics/variables.py) — Load a Sentinel-2 NDVI cube. - cubedynamics.variables.ndvi_chunked (function, line 355, src/cubedynamics/variables.py) — Load a Sentinel-2 NDVI cube in time chunks and concatenate along 'time'. - cubedynamics.variables.temperature (function, line 138, src/cubedynamics/variables.py) — Load a mean temperature cube from the chosen climate provider. - cubedynamics.variables.temperature_anomaly (function, line 260, src/cubedynamics/variables.py) — Compute a temperature anomaly cube along the time dimension. - cubedynamics.variables.temperature_max (function, line 234, src/cubedynamics/variables.py) — Load a maximum daily temperature cube from the selected source. - cubedynamics.variables.temperature_min (function, line 208, src/cubedynamics/variables.py) — Load a minimum daily temperature cube from the selected source.

cubedynamics.vase — Time-varying vase polygons and masking utilities. - cubedynamics.vase.VaseDefinition (class, line 42, src/cubedynamics/vase.py) — Collection of vase sections with interpolation rules. - cubedynamics.vase.VasePanel (class, line 74, src/cubedynamics/vase.py) — Rectangular patch approximating a vase hull segment. - cubedynamics.vase.VaseSection (class, line 29, src/cubedynamics/vase.py) — Single cross-section of a vase at a given time. - cubedynamics.vase.build_vase_mask (function, line 230, src/cubedynamics/vase.py) — Build a boolean mask for voxels inside a time-varying vase. - cubedynamics.vase.build_vase_panels (function, line 163, src/cubedynamics/vase.py) — Approximate the vase hull with rectangular panels. - cubedynamics.vase.extract_vase_from_attrs (function, line 282, src/cubedynamics/vase.py) — Return the VaseDefinition attached to this DataArray, if any.

cubedynamics.verbs — Namespace exposing pipe-friendly cube verbs. - cubedynamics.verbs.climate_hist (function, line 315, src/cubedynamics/verbs/__init__.py) — Plot histogram of climate inside vs outside fire perimeters. - cubedynamics.verbs.extract (function, line 133, src/cubedynamics/verbs/__init__.py) — Verb: attach fire time-hull + climate summary (and a vase-like hull) - cubedynamics.verbs.fire_panel (function, line 493, src/cubedynamics/verbs/__init__.py) — Convenience helper: fire time-hull + climate distribution "panel". - cubedynamics.verbs.fire_plot (function, line 393, src/cubedynamics/verbs/__init__.py) — High-level convenience verb: fire time-hull × climate visualization. - cubedynamics.verbs.landsat8_mpc (function, line 68, src/cubedynamics/verbs/__init__.py) — Lazy import wrapper for the Landsat MPC helper. - cubedynamics.verbs.landsat_ndvi_plot (function, line 88, src/cubedynamics/verbs/__init__.py) — Lazy import wrapper for Landsat NDVI plotting. - cubedynamics.verbs.landsat_vis_ndvi (function, line 80, src/cubedynamics/verbs/__init__.py) — Lazy import wrapper for a visualization-friendly Landsat NDVI cube. - cubedynamics.verbs.show_cube_lexcube (function, line 96, src/cubedynamics/verbs/__init__.py) — Render a Lexcube widget as a side-effect and return the original cube. - cubedynamics.verbs.vase (function, line 274, src/cubedynamics/verbs/__init__.py) — High-level vase plotting verb with TimeHull support.

cubedynamics.verbs.custom — Generic custom-function verbs. - cubedynamics.verbs.custom.apply (function, line 10, src/cubedynamics/verbs/custom.py) — Return a verb that applies func to the incoming cube.

cubedynamics.verbs.flatten — Shape-changing verbs for flattening cubes. - cubedynamics.verbs.flatten.flatten_cube (function, line 31, src/cubedynamics/verbs/flatten.py) — Flatten all non-time dimensions into a single sample dimension. - cubedynamics.verbs.flatten.flatten_space (function, line 8, src/cubedynamics/verbs/flatten.py) — Flatten spatial dimensions (y and x) into a pixel dimension.

cubedynamics.verbs.landsat_mpc — Landsat-8 streaming via Microsoft Planetary Computer (MPC). - cubedynamics.verbs.landsat_mpc.landsat8_mpc (function, line 155, src/cubedynamics/verbs/landsat_mpc.py) — Landsat 8 (MPC) streaming verb for cubedynamics. - cubedynamics.verbs.landsat_mpc.landsat8_mpc_stream (function, line 62, src/cubedynamics/verbs/landsat_mpc.py) — Stream Landsat-8 Collection 2 Level-2 scenes from Microsoft Planetary Computer.

cubedynamics.verbs.models — Stubs for future modeling verbs. - cubedynamics.verbs.models.fit_model (function, line 6, src/cubedynamics/verbs/models.py) — Placeholder for upcoming modeling verbs.

cubedynamics.verbs.plot — Plotting verb for displaying cubes via :class:CubePlot. - cubedynamics.verbs.plot.plot (function, line 38, src/cubedynamics/verbs/plot.py) — - cubedynamics.verbs.plot.plot (function, line 55, src/cubedynamics/verbs/plot.py) — - cubedynamics.verbs.plot.plot (function, line 70, src/cubedynamics/verbs/plot.py) — Plot a cube or return a plotting verb.

cubedynamics.verbs.plot_mean — Verb for plotting mean and variance cubes side-by-side. - cubedynamics.verbs.plot_mean.plot_mean (function, line 21, src/cubedynamics/verbs/plot_mean.py) — Plot mean and variance cubes with synchronized controls.

cubedynamics.verbs.stats — Statistical cube verbs with consistent cube->cube semantics. - cubedynamics.verbs.stats.anomaly (function, line 247, src/cubedynamics/verbs/stats.py) — Return a pipe verb that subtracts the mean over dim. - cubedynamics.verbs.stats.mean (function, line 52, src/cubedynamics/verbs/stats.py) — Return a pipe-ready reducer computing the mean along dim. - cubedynamics.verbs.stats.rolling_tail_dep_vs_center (function, line 315, src/cubedynamics/verbs/stats.py) — Return a rolling "tail dependence vs center" contrast along dim. - cubedynamics.verbs.stats.variance (function, line 75, src/cubedynamics/verbs/stats.py) — Return a variance reducer along dim with optional dimension retention. - cubedynamics.verbs.stats.zscore (function, line 263, src/cubedynamics/verbs/stats.py) — Return a standardized anomaly verb (z-score) along dim.

cubedynamics.viewers.cube_viewer — - cubedynamics.viewers.cube_viewer.write_cube_viewer (function, line 102, src/cubedynamics/viewers/cube_viewer.py) — Generate a standalone HTML/JS cube viewer for a 3D DataArray.

cubedynamics.viz.lexcube_viz — Lexcube visualization helpers. - cubedynamics.viz.lexcube_viz.show_cube_lexcube (function, line 15, src/cubedynamics/viz/lexcube_viz.py) — Create a Lexcube Cube3DWidget from a 3D cube (time, y, x).

cubedynamics.viz.qa_plots — Quality-assurance plotting helpers. - cubedynamics.viz.qa_plots.plot_median_over_space (function, line 9, src/cubedynamics/viz/qa_plots.py) — Plot the median over space of a 3D cube as a time series.

Section 2: Verbs

cubedynamics.verbs — Namespace exposing pipe-friendly cube verbs. - cubedynamics.verbs._plot_time_hull_vase (function, line 201, src/cubedynamics/verbs/__init__.py) — Render a TimeHull-derived vase using matplotlib. - cubedynamics.verbs._unwrap_dataarray (function, line 40, src/cubedynamics/verbs/__init__.py) — Normalize a verb input to an (xarray.DataArray, original_obj) pair. - cubedynamics.verbs.climate_hist (function, line 315, src/cubedynamics/verbs/__init__.py) — Plot histogram of climate inside vs outside fire perimeters. - cubedynamics.verbs.extract (function, line 133, src/cubedynamics/verbs/__init__.py) — Verb: attach fire time-hull + climate summary (and a vase-like hull) - cubedynamics.verbs.extract._op (method, line 171, src/cubedynamics/verbs/__init__.py) — - cubedynamics.verbs.fire_panel (function, line 493, src/cubedynamics/verbs/__init__.py) — Convenience helper: fire time-hull + climate distribution "panel". - cubedynamics.verbs.fire_panel._inner (method, line 526, src/cubedynamics/verbs/__init__.py) — - cubedynamics.verbs.fire_plot (function, line 393, src/cubedynamics/verbs/__init__.py) — High-level convenience verb: fire time-hull × climate visualization. - cubedynamics.verbs.fire_plot._inner (method, line 470, src/cubedynamics/verbs/__init__.py) — - cubedynamics.verbs.landsat8_mpc (function, line 68, src/cubedynamics/verbs/__init__.py) — Lazy import wrapper for the Landsat MPC helper. - cubedynamics.verbs.landsat_ndvi_plot (function, line 88, src/cubedynamics/verbs/__init__.py) — Lazy import wrapper for Landsat NDVI plotting. - cubedynamics.verbs.landsat_vis_ndvi (function, line 80, src/cubedynamics/verbs/__init__.py) — Lazy import wrapper for a visualization-friendly Landsat NDVI cube. - cubedynamics.verbs.show_cube_lexcube (function, line 96, src/cubedynamics/verbs/__init__.py) — Render a Lexcube widget as a side-effect and return the original cube. - cubedynamics.verbs.show_cube_lexcube._op (method, line 104, src/cubedynamics/verbs/__init__.py) — - cubedynamics.verbs.vase (function, line 274, src/cubedynamics/verbs/__init__.py) — High-level vase plotting verb with TimeHull support. - cubedynamics.verbs.vase._inner (method, line 284, src/cubedynamics/verbs/__init__.py) —

cubedynamics.verbs.custom — Generic custom-function verbs. - cubedynamics.verbs.custom.apply (function, line 10, src/cubedynamics/verbs/custom.py) — Return a verb that applies func to the incoming cube. - cubedynamics.verbs.custom.apply._op (method, line 23, src/cubedynamics/verbs/custom.py) —

cubedynamics.verbs.fire — - cubedynamics.verbs.fire.fire_derivative (function, line 167, src/cubedynamics/verbs/fire.py) — Fire derivative hull visualization verb. - cubedynamics.verbs.fire.fire_plot (function, line 25, src/cubedynamics/verbs/fire.py) — Fire time-hull + climate visualization verb.

cubedynamics.verbs.flatten — Shape-changing verbs for flattening cubes. - cubedynamics.verbs.flatten.flatten_cube (function, line 31, src/cubedynamics/verbs/flatten.py) — Flatten all non-time dimensions into a single sample dimension. - cubedynamics.verbs.flatten.flatten_cube._op (method, line 40, src/cubedynamics/verbs/flatten.py) — - cubedynamics.verbs.flatten.flatten_space (function, line 8, src/cubedynamics/verbs/flatten.py) — Flatten spatial dimensions (y and x) into a pixel dimension. - cubedynamics.verbs.flatten.flatten_space._op (method, line 20, src/cubedynamics/verbs/flatten.py) —

cubedynamics.verbs.landsat_mpc — Landsat-8 streaming via Microsoft Planetary Computer (MPC). - cubedynamics.verbs.landsat_mpc._bounding_box_from_mask (function, line 228, src/cubedynamics/verbs/landsat_mpc.py) — Return slices that crop to the non-NaN footprint of mask. - cubedynamics.verbs.landsat_mpc._coarsen_if_needed (function, line 248, src/cubedynamics/verbs/landsat_mpc.py) — Coarsen da along y/x so sizes do not exceed max_*. - cubedynamics.verbs.landsat_mpc._compute_ndvi_from_stack (function, line 204, src/cubedynamics/verbs/landsat_mpc.py) — Compute NDVI from a Landsat stack with a band dimension. - cubedynamics.verbs.landsat_mpc.landsat8_mpc (function, line 155, src/cubedynamics/verbs/landsat_mpc.py) — Landsat 8 (MPC) streaming verb for cubedynamics. - cubedynamics.verbs.landsat_mpc.landsat8_mpc_stream (function, line 62, src/cubedynamics/verbs/landsat_mpc.py) — Stream Landsat-8 Collection 2 Level-2 scenes from Microsoft Planetary Computer. - cubedynamics.verbs.landsat_mpc.landsat_ndvi_plot (function, line 318, src/cubedynamics/verbs/landsat_mpc.py) — Load Landsat NDVI, downsample for visualization, and render the cube viewer. - cubedynamics.verbs.landsat_mpc.landsat_vis_ndvi (function, line 263, src/cubedynamics/verbs/landsat_mpc.py) — Return a visualization-friendly Landsat NDVI cube. - cubedynamics.verbs.landsat_mpc.pipeable (function, line 44, src/cubedynamics/verbs/landsat_mpc.py) — Decorator that makes a verb callable or pipe-friendly. - cubedynamics.verbs.landsat_mpc.pipeable._wrapper (method, line 54, src/cubedynamics/verbs/landsat_mpc.py) —

cubedynamics.verbs.models — Stubs for future modeling verbs. - cubedynamics.verbs.models.fit_model (function, line 6, src/cubedynamics/verbs/models.py) — Placeholder for upcoming modeling verbs.

cubedynamics.verbs.plot — Plotting verb for displaying cubes via :class:CubePlot. - cubedynamics.verbs.plot.PlotOptions (class, line 25, src/cubedynamics/verbs/plot.py) — - cubedynamics.verbs.plot.plot (function, line 38, src/cubedynamics/verbs/plot.py) — - cubedynamics.verbs.plot.plot (function, line 55, src/cubedynamics/verbs/plot.py) — - cubedynamics.verbs.plot.plot (function, line 70, src/cubedynamics/verbs/plot.py) — Plot a cube or return a plotting verb. - cubedynamics.verbs.plot.plot._plot (method, line 103, src/cubedynamics/verbs/plot.py) —

cubedynamics.verbs.plot_mean — Verb for plotting mean and variance cubes side-by-side. - cubedynamics.verbs.plot_mean._materialize_if_virtual (function, line 15, src/cubedynamics/verbs/plot_mean.py) — - cubedynamics.verbs.plot_mean.plot_mean (function, line 21, src/cubedynamics/verbs/plot_mean.py) — Plot mean and variance cubes with synchronized controls. - cubedynamics.verbs.plot_mean.plot_mean._op (method, line 34, src/cubedynamics/verbs/plot_mean.py) —

cubedynamics.verbs.stats — Statistical cube verbs with consistent cube->cube semantics. - cubedynamics.verbs.stats._broadcast_like (function, line 43, src/cubedynamics/verbs/stats.py) — Broadcast stat so it can be combined elementwise with obj. - cubedynamics.verbs.stats._ensure_dim (function, line 14, src/cubedynamics/verbs/stats.py) — - cubedynamics.verbs.stats._expand_dim (function, line 27, src/cubedynamics/verbs/stats.py) — Return reduced with dim added back as a length-1 dimension. - cubedynamics.verbs.stats._mean_virtual_space (function, line 220, src/cubedynamics/verbs/stats.py) — - cubedynamics.verbs.stats._mean_virtual_time (function, line 142, src/cubedynamics/verbs/stats.py) — - cubedynamics.verbs.stats._variance_virtual_space (function, line 180, src/cubedynamics/verbs/stats.py) — - cubedynamics.verbs.stats._variance_virtual_time (function, line 98, src/cubedynamics/verbs/stats.py) — - cubedynamics.verbs.stats.anomaly (function, line 247, src/cubedynamics/verbs/stats.py) — Return a pipe verb that subtracts the mean over dim. - cubedynamics.verbs.stats.anomaly._op (method, line 254, src/cubedynamics/verbs/stats.py) — - cubedynamics.verbs.stats.mean (function, line 52, src/cubedynamics/verbs/stats.py) — Return a pipe-ready reducer computing the mean along dim. - cubedynamics.verbs.stats.mean._op (method, line 60, src/cubedynamics/verbs/stats.py) — - cubedynamics.verbs.stats.rolling_tail_dep_vs_center (function, line 315, src/cubedynamics/verbs/stats.py) — Return a rolling "tail dependence vs center" contrast along dim. - cubedynamics.verbs.stats.rolling_tail_dep_vs_center._op (method, line 340, src/cubedynamics/verbs/stats.py) — - cubedynamics.verbs.stats.variance (function, line 75, src/cubedynamics/verbs/stats.py) — Return a variance reducer along dim with optional dimension retention. - cubedynamics.verbs.stats.variance._op (method, line 90, src/cubedynamics/verbs/stats.py) — - cubedynamics.verbs.stats.variance._variance_virtual_cube (method, line 83, src/cubedynamics/verbs/stats.py) — - cubedynamics.verbs.stats.variance._variance_xarray (method, line 78, src/cubedynamics/verbs/stats.py) — - cubedynamics.verbs.stats.zscore (function, line 263, src/cubedynamics/verbs/stats.py) — Return a standardized anomaly verb (z-score) along dim. - cubedynamics.verbs.stats.zscore._op (method, line 277, src/cubedynamics/verbs/stats.py) —

cubedynamics.verbs.tubes — - cubedynamics.verbs.tubes.tubes (function, line 11, src/cubedynamics/verbs/tubes.py) — High-level verb: find suitability tubes and plot one as a vase. - cubedynamics.verbs.tubes.tubes._inner (method, line 40, src/cubedynamics/verbs/tubes.py) —

cubedynamics.verbs.vase — - cubedynamics.verbs.vase.vase (function, line 67, src/cubedynamics/verbs/vase.py) — High-level vase plotting verb. - cubedynamics.verbs.vase.vase._inner (method, line 91, src/cubedynamics/verbs/vase.py) — - cubedynamics.verbs.vase.vase_demo (function, line 151, src/cubedynamics/verbs/vase.py) — Convenience verb: build a demo stacked-polygon vase and plot it. - cubedynamics.verbs.vase.vase_demo._inner (method, line 190, src/cubedynamics/verbs/vase.py) — - cubedynamics.verbs.vase.vase_extract (function, line 36, src/cubedynamics/verbs/vase.py) — Mask a cube so that values outside the vase become NaN. - cubedynamics.verbs.vase.vase_mask (function, line 12, src/cubedynamics/verbs/vase.py) — Compute a boolean vase mask for a time-varying polygon hull.

Section 3: Dataset loaders / data access

cubedynamics.correlation_cubes — Correlation and trend helpers for streamed cubes. - cubedynamics.correlation_cubes.correlation_cube (function, line 10, src/cubedynamics/correlation_cubes.py) — Compute correlations between a reference cube and streamed targets.

cubedynamics.data.gridmet — GRIDMET data access helpers. - cubedynamics.data.gridmet._build_coords_for_aoi (function, line 339, src/cubedynamics/data/gridmet.py) — Create evenly spaced coordinate arrays tailored to the AOI. - cubedynamics.data.gridmet._coerce_legacy_gridmet_aoi (function, line 251, src/cubedynamics/data/gridmet.py) — - cubedynamics.data.gridmet._crop_to_aoi (function, line 352, src/cubedynamics/data/gridmet.py) — Select the AOI bounds along the spatial dimensions. - cubedynamics.data.gridmet._load_gridmet_cube_impl (function, line 148, src/cubedynamics/data/gridmet.py) — Internal implementation shared by legacy and modern entrypoints. - cubedynamics.data.gridmet._load_gridmet_cube_legacy (function, line 190, src/cubedynamics/data/gridmet.py) — - cubedynamics.data.gridmet._normalize_variables (function, line 241, src/cubedynamics/data/gridmet.py) — - cubedynamics.data.gridmet._open_gridmet_download (function, line 302, src/cubedynamics/data/gridmet.py) — Return a small in-memory Dataset that mimics a download fallback. - cubedynamics.data.gridmet._open_gridmet_streaming (function, line 261, src/cubedynamics/data/gridmet.py) — Return a dask-backed Dataset that mimics GRIDMET streaming access. - cubedynamics.data.gridmet._resolve_chunks (function, line 362, src/cubedynamics/data/gridmet.py) — - cubedynamics.data.gridmet.load_gridmet_cube (function, line 27, src/cubedynamics/data/gridmet.py) — Load a GRIDMET-like climate cube.

cubedynamics.data.prism — PRISM data access helpers with a streaming-first contract. - cubedynamics.data.prism._bbox_mapping_from_geojson (function, line 271, src/cubedynamics/data/prism.py) — - cubedynamics.data.prism._bbox_mapping_from_point (function, line 247, src/cubedynamics/data/prism.py) — - cubedynamics.data.prism._bbox_mapping_from_sequence (function, line 257, src/cubedynamics/data/prism.py) — - cubedynamics.data.prism._build_coords_for_aoi (function, line 414, src/cubedynamics/data/prism.py) — - cubedynamics.data.prism._coerce_aoi (function, line 220, src/cubedynamics/data/prism.py) — - cubedynamics.data.prism._coerce_legacy_aoi (function, line 325, src/cubedynamics/data/prism.py) — - cubedynamics.data.prism._crop_to_aoi (function, line 424, src/cubedynamics/data/prism.py) — - cubedynamics.data.prism._extract_geojson_geometries (function, line 290, src/cubedynamics/data/prism.py) — - cubedynamics.data.prism._flatten_geojson_coords (function, line 308, src/cubedynamics/data/prism.py) — - cubedynamics.data.prism._load_prism_cube_impl (function, line 124, src/cubedynamics/data/prism.py) — - cubedynamics.data.prism._load_prism_cube_legacy (function, line 159, src/cubedynamics/data/prism.py) — - cubedynamics.data.prism._normalize_variables (function, line 210, src/cubedynamics/data/prism.py) — - cubedynamics.data.prism._open_prism_download (function, line 380, src/cubedynamics/data/prism.py) — - cubedynamics.data.prism._open_prism_streaming (function, line 338, src/cubedynamics/data/prism.py) — - cubedynamics.data.prism._resolve_chunks (function, line 432, src/cubedynamics/data/prism.py) — - cubedynamics.data.prism.load_prism_cube (function, line 20, src/cubedynamics/data/prism.py) — Load a PRISM-like cube.

cubedynamics.data.sentinel2 — Sentinel-2 data access helpers. - cubedynamics.data.sentinel2._to_dataarray (function, line 15, src/cubedynamics/data/sentinel2.py) — - cubedynamics.data.sentinel2.load_s2_cube (function, line 25, src/cubedynamics/data/sentinel2.py) — Stream Sentinel-2 L2A data via cubo and return a dask-backed xarray object. - cubedynamics.data.sentinel2.load_s2_ndvi_cube (function, line 67, src/cubedynamics/data/sentinel2.py) — Stream Sentinel-2 and return an NDVI cube ready for downstream ops.

cubedynamics.fire_time_hull — - cubedynamics.fire_time_hull._infer_cube_epsg (function, line 685, src/cubedynamics/fire_time_hull.py) — - cubedynamics.fire_time_hull._load_real_gridmet_cube (function, line 584, src/cubedynamics/fire_time_hull.py) — - cubedynamics.fire_time_hull._load_synthetic_gridmet_cube (function, line 615, src/cubedynamics/fire_time_hull.py) — - cubedynamics.fire_time_hull.load_climate_cube_for_event (function, line 657, src/cubedynamics/fire_time_hull.py) — - cubedynamics.fire_time_hull.load_fired_conus_ak (function, line 165, src/cubedynamics/fire_time_hull.py) — Load FIRED CONUS+AK polygons from a local cache, with optional download. - cubedynamics.fire_time_hull.load_gridmet_cube (function, line 638, src/cubedynamics/fire_time_hull.py) —

cubedynamics.ops.stats — Statistical pipeable operations. - cubedynamics.ops.stats.correlation_cube (function, line 8, src/cubedynamics/ops/stats.py) — Factory placeholder for a future correlation cube operation.

cubedynamics.ops_fire.climate_hull_extract — - cubedynamics.ops_fire.climate_hull_extract._infer_cube_epsg (function, line 55, src/cubedynamics/ops_fire/climate_hull_extract.py) — Try to infer an EPSG code for the cube from attrs/coords/rioxarray.

cubedynamics.ops_fire.fired_io — - cubedynamics.ops_fire.fired_io.load_fired_conus_ak (function, line 36, src/cubedynamics/ops_fire/fired_io.py) — Stream FIRED CONUS+AK polygons (Nov 2001–Mar 2021) from CU Scholar. - cubedynamics.ops_fire.fired_io.load_fired_event_by_joint_support (function, line 227, src/cubedynamics/ops_fire/fired_io.py) — Convenience helper: load FIRED, pick an event with joint temporal support,

cubedynamics.plotting.cube_plot — Grammar-of-graphics + streaming core for cube plotting. - cubedynamics.plotting.cube_plot.geom_cube (function, line 132, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot.theme_cube_studio (function, line 78, src/cubedynamics/plotting/cube_plot.py) — Return the default "studio" theme.

cubedynamics.plotting.cube_viewer — - cubedynamics.plotting.cube_viewer._render_cube_html (function, line 194, src/cubedynamics/plotting/cube_viewer.py) — - cubedynamics.plotting.cube_viewer.cube_from_dataarray (function, line 777, src/cubedynamics/plotting/cube_viewer.py) —

cubedynamics.plotting.viewer — Utilities for rendering the cube viewer safely inside notebooks. - cubedynamics.plotting.viewer._write_cube_html (function, line 12, src/cubedynamics/plotting/viewer.py) — Write a standalone cube viewer HTML file to the working directory. - cubedynamics.plotting.viewer.show_cube_viewer (function, line 22, src/cubedynamics/plotting/viewer.py) — Return an IFrame pointing at a self-contained cube viewer file.

cubedynamics.prism_streaming — Streaming-first helpers for PRISM datasets. - cubedynamics.prism_streaming.stream_prism_to_cube (function, line 15, src/cubedynamics/prism_streaming.py) — Stream PRISM data into an xarray object.

cubedynamics.sentinel — Sentinel-2 helper utilities for CubeDynamics. - cubedynamics.sentinel.load_sentinel2_bands_cube (function, line 87, src/cubedynamics/sentinel.py) — Stream a Sentinel-2 L2A cube for a user-selected list of bands. - cubedynamics.sentinel.load_sentinel2_cube (function, line 18, src/cubedynamics/sentinel.py) — Stream a Sentinel-2 L2A cube via cubo. - cubedynamics.sentinel.load_sentinel2_ndvi_cube (function, line 126, src/cubedynamics/sentinel.py) — Stream Sentinel-2 L2A data and compute a raw NDVI cube. - cubedynamics.sentinel.load_sentinel2_ndvi_zscore_cube (function, line 172, src/cubedynamics/sentinel.py) — Convenience wrapper that returns a z-scored Sentinel-2 NDVI cube.

cubedynamics.stats.rolling — Rolling-window computation utilities. - cubedynamics.stats.rolling.rolling_pairwise_stat_cube (function, line 18, src/cubedynamics/stats/rolling.py) — Compute a rolling-window pairwise statistic vs a reference time series.

cubedynamics.streaming.gridmet — - cubedynamics.streaming.gridmet.stream_gridmet_to_cube (function, line 168, src/cubedynamics/streaming/gridmet.py) — Stream a gridMET subset as an xarray.DataArray "cube" for a given AOI.

Tests

cubedynamics.tests.test_gridmet_streaming — Tests for the gridMET streaming helper. - cubedynamics.tests.test_gridmet_streaming.test_stream_gridmet_to_cube_bbox_padding (function, line 103, src/cubedynamics/tests/test_gridmet_streaming.py) — Tiny AOI bounding boxes should still capture at least one grid cell. - cubedynamics.tests.test_gridmet_streaming.test_stream_gridmet_to_cube_default_source_smoke (function, line 13, src/cubedynamics/tests/test_gridmet_streaming.py) — Calling the helper without source should return a time-indexed cube. - cubedynamics.tests.test_gridmet_streaming.test_stream_gridmet_to_cube_descending_lat (function, line 59, src/cubedynamics/tests/test_gridmet_streaming.py) — Descending latitude axes should still produce non-empty subsets.

cubedynamics.tests.test_import_and_pipe — Basic import and pipe integration tests for cubedynamics. - cubedynamics.tests.test_import_and_pipe.test_import_cubedynamics_has_version (function, line 10, src/cubedynamics/tests/test_import_and_pipe.py) — Ensure the package exposes a version attribute.

cubedynamics.tests.test_piping_ops — Tests for the ggplot-style pipe syntax and verbs. - cubedynamics.tests.test_piping_ops.test_show_cube_lexcube_returns_original_cube (function, line 57, src/cubedynamics/tests/test_piping_ops.py) —

cubedynamics.utils.cube_css — Helpers for emitting lightweight CSS cube HTML scaffolding. - cubedynamics.utils.cube_css.write_css_cube_static (function, line 60, src/cubedynamics/utils/cube_css.py) — Write a standalone HTML page with a simple CSS-based cube skeleton.

cubedynamics.variables — Semantic variable loaders for common climate and vegetation variables. - cubedynamics.variables._load_temperature (function, line 95, src/cubedynamics/variables.py) — - cubedynamics.variables._resolve_temp_variable (function, line 84, src/cubedynamics/variables.py) — - cubedynamics.variables._year_chunks (function, line 329, src/cubedynamics/variables.py) — Yield (start_str, end_str) for consecutive chunks of up to years_per_chunk. - cubedynamics.variables.estimate_cube_size (function, line 43, src/cubedynamics/variables.py) — Return a rough scalar size estimate for a requested cube. - cubedynamics.variables.ndvi (function, line 426, src/cubedynamics/variables.py) — Load a Sentinel-2 NDVI cube. - cubedynamics.variables.ndvi_chunked (function, line 355, src/cubedynamics/variables.py) — Load a Sentinel-2 NDVI cube in time chunks and concatenate along 'time'. - cubedynamics.variables.temperature (function, line 138, src/cubedynamics/variables.py) — Load a mean temperature cube from the chosen climate provider. - cubedynamics.variables.temperature_anomaly (function, line 260, src/cubedynamics/variables.py) — Compute a temperature anomaly cube along the time dimension. - cubedynamics.variables.temperature_max (function, line 234, src/cubedynamics/variables.py) — Load a maximum daily temperature cube from the selected source. - cubedynamics.variables.temperature_min (function, line 208, src/cubedynamics/variables.py) — Load a minimum daily temperature cube from the selected source.

cubedynamics.verbs — Namespace exposing pipe-friendly cube verbs. - cubedynamics.verbs.show_cube_lexcube (function, line 96, src/cubedynamics/verbs/__init__.py) — Render a Lexcube widget as a side-effect and return the original cube.

cubedynamics.verbs.flatten — Shape-changing verbs for flattening cubes. - cubedynamics.verbs.flatten.flatten_cube (function, line 31, src/cubedynamics/verbs/flatten.py) — Flatten all non-time dimensions into a single sample dimension.

cubedynamics.viewers.cube_viewer — - cubedynamics.viewers.cube_viewer.write_cube_viewer (function, line 102, src/cubedynamics/viewers/cube_viewer.py) — Generate a standalone HTML/JS cube viewer for a 3D DataArray.

cubedynamics.viewers.simple_plot — - cubedynamics.viewers.simple_plot.simple_cube_widget (function, line 56, src/cubedynamics/viewers/simple_plot.py) — Minimal interactive viewer for a 3D cube (time, y, x).

cubedynamics.viz.lexcube_viz — Lexcube visualization helpers. - cubedynamics.viz.lexcube_viz.show_cube_lexcube (function, line 15, src/cubedynamics/viz/lexcube_viz.py) — Create a Lexcube Cube3DWidget from a 3D cube (time, y, x).

Section 4: Visualization

cubedynamics — cubedynamics: streaming-first climate cube math. - cubedynamics.plot (function, line 113, src/cubedynamics/__init__.py) — Convenience helper for plotting a 3D cube without using the pipe.

cubedynamics.fire_time_hull — - cubedynamics.fire_time_hull.plot_climate_filled_hull (function, line 833, src/cubedynamics/fire_time_hull.py) — - cubedynamics.fire_time_hull.plot_derivative_hull (function, line 1041, src/cubedynamics/fire_time_hull.py) — Plot a derivative hull with color and radius encoding the same - cubedynamics.fire_time_hull.plot_inside_outside_hist (function, line 896, src/cubedynamics/fire_time_hull.py) —

cubedynamics.hulls — Plotting helper that builds ruled surfaces from daily polygons. - cubedynamics.hulls.plot_ruled_time_hull (function, line 51, src/cubedynamics/hulls.py) — Build a 3D ruled surface describing event growth through time.

cubedynamics.ops.viz — Visualization verbs wrapping simple interactive widgets. - cubedynamics.ops.viz.plot (function, line 12, src/cubedynamics/ops/viz.py) — Legacy wrapper for the interactive plotting verb.

cubedynamics.plotting.cube_plot — Grammar-of-graphics + streaming core for cube plotting. - cubedynamics.plotting.cube_plot._build_caption (function, line 320, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot._derive_legend_title (function, line 309, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot._format_lat (function, line 348, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot._format_lon (function, line 357, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot._format_numeric (function, line 366, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot._format_time_label (function, line 340, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot._infer_aes_from_data (function, line 108, src/cubedynamics/plotting/cube_plot.py) — Infer a simple aesthetic mapping from a DataArray. - cubedynamics.plotting.cube_plot._looks_like_lat (function, line 373, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot._looks_like_lon (function, line 400, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot.geom_cube (function, line 132, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot.geom_outline (function, line 140, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot.geom_path3d (function, line 144, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot.geom_slice (function, line 136, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot.stat_identity (function, line 271, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot.stat_space_mean (function, line 293, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot.stat_time_anomaly (function, line 282, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot.stat_time_mean (function, line 275, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot.theme_cube_studio (function, line 78, src/cubedynamics/plotting/cube_plot.py) — Return the default "studio" theme.

cubedynamics.plotting.cube_viewer — - cubedynamics.plotting.cube_viewer._apply_vase_tint (function, line 79, src/cubedynamics/plotting/cube_viewer.py) — Apply an overlay color to rgb_arr wherever mask_2d is True. - cubedynamics.plotting.cube_viewer._array_to_png_base64 (function, line 117, src/cubedynamics/plotting/cube_viewer.py) — - cubedynamics.plotting.cube_viewer._axis_range_from_ticks (function, line 1198, src/cubedynamics/plotting/cube_viewer.py) — - cubedynamics.plotting.cube_viewer._build_legend_html (function, line 136, src/cubedynamics/plotting/cube_viewer.py) — - cubedynamics.plotting.cube_viewer._colorbar_labels (function, line 124, src/cubedynamics/plotting/cube_viewer.py) — - cubedynamics.plotting.cube_viewer._colormap_to_rgba (function, line 97, src/cubedynamics/plotting/cube_viewer.py) — - cubedynamics.plotting.cube_viewer._guess_axis_name (function, line 1166, src/cubedynamics/plotting/cube_viewer.py) — - cubedynamics.plotting.cube_viewer._infer_axis_ticks (function, line 1175, src/cubedynamics/plotting/cube_viewer.py) — - cubedynamics.plotting.cube_viewer._interior_plane_transform (function, line 158, src/cubedynamics/plotting/cube_viewer.py) — - cubedynamics.plotting.cube_viewer._reduce_to_3d_time_y_x (function, line 36, src/cubedynamics/plotting/cube_viewer.py) — Ensure the DataArray has dims (time, y, x) for the cube viewer. - cubedynamics.plotting.cube_viewer._render_cube_html (function, line 194, src/cubedynamics/plotting/cube_viewer.py) — - cubedynamics.plotting.cube_viewer._rgba_to_png_base64 (function, line 111, src/cubedynamics/plotting/cube_viewer.py) — - cubedynamics.plotting.cube_viewer._vase_panel_transform (function, line 178, src/cubedynamics/plotting/cube_viewer.py) — - cubedynamics.plotting.cube_viewer.cube_from_dataarray (function, line 777, src/cubedynamics/plotting/cube_viewer.py) —

cubedynamics.plotting.viewer — Utilities for rendering the cube viewer safely inside notebooks. - cubedynamics.plotting.viewer._write_cube_html (function, line 12, src/cubedynamics/plotting/viewer.py) — Write a standalone cube viewer HTML file to the working directory. - cubedynamics.plotting.viewer.show_cube_viewer (function, line 22, src/cubedynamics/plotting/viewer.py) — Return an IFrame pointing at a self-contained cube viewer file.

cubedynamics.tests.test_piping_ops — Tests for the ggplot-style pipe syntax and verbs. - cubedynamics.tests.test_piping_ops.test_show_cube_lexcube_returns_original_cube (function, line 57, src/cubedynamics/tests/test_piping_ops.py) —

cubedynamics.tests.test_progress — - cubedynamics.tests.test_progress.test_ndvi_accepts_show_progress (function, line 41, src/cubedynamics/tests/test_progress.py) —

cubedynamics.vase_viz — Vase visualization utilities for scientific 3-D workflows. - cubedynamics.vase_viz._convert_time_to_numeric (function, line 60, src/cubedynamics/vase_viz.py) — - cubedynamics.vase_viz._validate_dims (function, line 15, src/cubedynamics/vase_viz.py) — - cubedynamics.vase_viz.extract_vase_points (function, line 21, src/cubedynamics/vase_viz.py) — Extract coordinates and values for voxels where mask is True. - cubedynamics.vase_viz.vase_scatter_plot (function, line 66, src/cubedynamics/vase_viz.py) — 3-D scientific scatter plot of voxels inside the vase. - cubedynamics.vase_viz.vase_scatter_with_hull (function, line 158, src/cubedynamics/vase_viz.py) — Overlay vase scatter points with a translucent hull mesh. - cubedynamics.vase_viz.vase_to_mesh (function, line 120, src/cubedynamics/vase_viz.py) — Convert VaseDefinition into a 3-D mesh using a sweep (loft) of polygons.

cubedynamics.verbs — Namespace exposing pipe-friendly cube verbs. - cubedynamics.verbs._plot_time_hull_vase (function, line 201, src/cubedynamics/verbs/__init__.py) — Render a TimeHull-derived vase using matplotlib. - cubedynamics.verbs.fire_plot (function, line 393, src/cubedynamics/verbs/__init__.py) — High-level convenience verb: fire time-hull × climate visualization. - cubedynamics.verbs.landsat_ndvi_plot (function, line 88, src/cubedynamics/verbs/__init__.py) — Lazy import wrapper for Landsat NDVI plotting. - cubedynamics.verbs.show_cube_lexcube (function, line 96, src/cubedynamics/verbs/__init__.py) — Render a Lexcube widget as a side-effect and return the original cube.

cubedynamics.verbs.fire — - cubedynamics.verbs.fire.fire_plot (function, line 25, src/cubedynamics/verbs/fire.py) — Fire time-hull + climate visualization verb.

cubedynamics.verbs.landsat_mpc — Landsat-8 streaming via Microsoft Planetary Computer (MPC). - cubedynamics.verbs.landsat_mpc.landsat_ndvi_plot (function, line 318, src/cubedynamics/verbs/landsat_mpc.py) — Load Landsat NDVI, downsample for visualization, and render the cube viewer.

cubedynamics.verbs.plot — Plotting verb for displaying cubes via :class:CubePlot. - cubedynamics.verbs.plot.plot (function, line 38, src/cubedynamics/verbs/plot.py) — - cubedynamics.verbs.plot.plot (function, line 55, src/cubedynamics/verbs/plot.py) — - cubedynamics.verbs.plot.plot (function, line 70, src/cubedynamics/verbs/plot.py) — Plot a cube or return a plotting verb.

cubedynamics.verbs.plot_mean — Verb for plotting mean and variance cubes side-by-side. - cubedynamics.verbs.plot_mean._materialize_if_virtual (function, line 15, src/cubedynamics/verbs/plot_mean.py) — - cubedynamics.verbs.plot_mean.plot_mean (function, line 21, src/cubedynamics/verbs/plot_mean.py) — Plot mean and variance cubes with synchronized controls.

cubedynamics.viewers.simple_plot — - cubedynamics.viewers.simple_plot._infer_dims (function, line 11, src/cubedynamics/viewers/simple_plot.py) — Infer time, y, x dim names for a 3D cube. - cubedynamics.viewers.simple_plot.simple_cube_widget (function, line 56, src/cubedynamics/viewers/simple_plot.py) — Minimal interactive viewer for a 3D cube (time, y, x).

cubedynamics.viz.lexcube_viz — Lexcube visualization helpers. - cubedynamics.viz.lexcube_viz.show_cube_lexcube (function, line 15, src/cubedynamics/viz/lexcube_viz.py) — Create a Lexcube Cube3DWidget from a 3D cube (time, y, x).

cubedynamics.viz.qa_plots — Quality-assurance plotting helpers. - cubedynamics.viz.qa_plots.plot_median_over_space (function, line 9, src/cubedynamics/viz/qa_plots.py) — Plot the median over space of a 3D cube as a time series.

Internal helpers

Section 5: Full internal inventory

cubedynamics — cubedynamics: streaming-first climate cube math. - cubedynamics.plot (function, line 113, src/cubedynamics/__init__.py) — Convenience helper for plotting a 3D cube without using the pipe.

cubedynamics.correlation_cubes — Correlation and trend helpers for streamed cubes. - cubedynamics.correlation_cubes.correlation_cube (function, line 10, src/cubedynamics/correlation_cubes.py) — Compute correlations between a reference cube and streamed targets.

cubedynamics.data.gridmet — GRIDMET data access helpers. - cubedynamics.data.gridmet._build_coords_for_aoi (function, line 339, src/cubedynamics/data/gridmet.py) — Create evenly spaced coordinate arrays tailored to the AOI. - cubedynamics.data.gridmet._coerce_legacy_gridmet_aoi (function, line 251, src/cubedynamics/data/gridmet.py) — - cubedynamics.data.gridmet._crop_to_aoi (function, line 352, src/cubedynamics/data/gridmet.py) — Select the AOI bounds along the spatial dimensions. - cubedynamics.data.gridmet._load_gridmet_cube_impl (function, line 148, src/cubedynamics/data/gridmet.py) — Internal implementation shared by legacy and modern entrypoints. - cubedynamics.data.gridmet._load_gridmet_cube_legacy (function, line 190, src/cubedynamics/data/gridmet.py) — - cubedynamics.data.gridmet._normalize_variables (function, line 241, src/cubedynamics/data/gridmet.py) — - cubedynamics.data.gridmet._open_gridmet_download (function, line 302, src/cubedynamics/data/gridmet.py) — Return a small in-memory Dataset that mimics a download fallback. - cubedynamics.data.gridmet._open_gridmet_streaming (function, line 261, src/cubedynamics/data/gridmet.py) — Return a dask-backed Dataset that mimics GRIDMET streaming access. - cubedynamics.data.gridmet._resolve_chunks (function, line 362, src/cubedynamics/data/gridmet.py) — - cubedynamics.data.gridmet.load_gridmet_cube (function, line 27, src/cubedynamics/data/gridmet.py) — Load a GRIDMET-like climate cube.

cubedynamics.data.prism — PRISM data access helpers with a streaming-first contract. - cubedynamics.data.prism._bbox_mapping_from_geojson (function, line 271, src/cubedynamics/data/prism.py) — - cubedynamics.data.prism._bbox_mapping_from_point (function, line 247, src/cubedynamics/data/prism.py) — - cubedynamics.data.prism._bbox_mapping_from_sequence (function, line 257, src/cubedynamics/data/prism.py) — - cubedynamics.data.prism._build_coords_for_aoi (function, line 414, src/cubedynamics/data/prism.py) — - cubedynamics.data.prism._coerce_aoi (function, line 220, src/cubedynamics/data/prism.py) — - cubedynamics.data.prism._coerce_legacy_aoi (function, line 325, src/cubedynamics/data/prism.py) — - cubedynamics.data.prism._crop_to_aoi (function, line 424, src/cubedynamics/data/prism.py) — - cubedynamics.data.prism._extract_geojson_geometries (function, line 290, src/cubedynamics/data/prism.py) — - cubedynamics.data.prism._flatten_geojson_coords (function, line 308, src/cubedynamics/data/prism.py) — - cubedynamics.data.prism._load_prism_cube_impl (function, line 124, src/cubedynamics/data/prism.py) — - cubedynamics.data.prism._load_prism_cube_legacy (function, line 159, src/cubedynamics/data/prism.py) — - cubedynamics.data.prism._normalize_variables (function, line 210, src/cubedynamics/data/prism.py) — - cubedynamics.data.prism._open_prism_download (function, line 380, src/cubedynamics/data/prism.py) — - cubedynamics.data.prism._open_prism_streaming (function, line 338, src/cubedynamics/data/prism.py) — - cubedynamics.data.prism._resolve_chunks (function, line 432, src/cubedynamics/data/prism.py) — - cubedynamics.data.prism.load_prism_cube (function, line 20, src/cubedynamics/data/prism.py) — Load a PRISM-like cube.

cubedynamics.data.sentinel2 — Sentinel-2 data access helpers. - cubedynamics.data.sentinel2._to_dataarray (function, line 15, src/cubedynamics/data/sentinel2.py) — - cubedynamics.data.sentinel2.load_s2_cube (function, line 25, src/cubedynamics/data/sentinel2.py) — Stream Sentinel-2 L2A data via cubo and return a dask-backed xarray object. - cubedynamics.data.sentinel2.load_s2_ndvi_cube (function, line 67, src/cubedynamics/data/sentinel2.py) — Stream Sentinel-2 and return an NDVI cube ready for downstream ops.

cubedynamics.demo — Synthetic event helpers used throughout the documentation. - cubedynamics.demo._ellipse_polygon (function, line 16, src/cubedynamics/demo.py) — Return a simple ellipse polygon centered at the origin. - cubedynamics.demo.make_demo_event (function, line 23, src/cubedynamics/demo.py) — Create a synthetic FIRED-like GeoDataFrame for demos.

cubedynamics.demo_vase — - cubedynamics.demo_vase.DemoNamespace (class, line 15, src/cubedynamics/demo_vase.py) — Namespace for small demo helpers, e.g.: - cubedynamics.demo_vase.DemoNamespace.stacked_polygon_vase (method, line 22, src/cubedynamics/demo_vase.py) — Build a simple VaseDefinition composed of stacked polygons over time.

cubedynamics.deprecations — Helpers for emitting consistent deprecation warnings. - cubedynamics.deprecations.warn_deprecated (function, line 13, src/cubedynamics/deprecations.py) — Issue a standardized :class:DeprecationWarning for a legacy symbol.

cubedynamics.fire_time_hull — - cubedynamics.fire_time_hull.ClimateCube (class, line 285, src/cubedynamics/fire_time_hull.py) — - cubedynamics.fire_time_hull.FireEventDaily (class, line 265, src/cubedynamics/fire_time_hull.py) — - cubedynamics.fire_time_hull.HullClimateSummary (class, line 290, src/cubedynamics/fire_time_hull.py) — - cubedynamics.fire_time_hull.TemporalSupport (class, line 31, src/cubedynamics/fire_time_hull.py) — Simple description of temporal coverage for a dataset. - cubedynamics.fire_time_hull.TemporalSupport.contains (method, line 37, src/cubedynamics/fire_time_hull.py) — - cubedynamics.fire_time_hull.TimeHull (class, line 275, src/cubedynamics/fire_time_hull.py) — - cubedynamics.fire_time_hull._download_and_extract_fired_to_cache (function, line 54, src/cubedynamics/fire_time_hull.py) — - cubedynamics.fire_time_hull._download_gridmet_files_to_cache (function, line 571, src/cubedynamics/fire_time_hull.py) — - cubedynamics.fire_time_hull._gridmet_urls_for_var_years (function, line 567, src/cubedynamics/fire_time_hull.py) — - cubedynamics.fire_time_hull._hull_grid (function, line 935, src/cubedynamics/fire_time_hull.py) — Recover the (M, T, 3) grid from a TimeHull, where: - cubedynamics.fire_time_hull._infer_cube_epsg (function, line 685, src/cubedynamics/fire_time_hull.py) — - cubedynamics.fire_time_hull._infer_spatial_dims (function, line 677, src/cubedynamics/fire_time_hull.py) — - cubedynamics.fire_time_hull._largest_polygon (function, line 337, src/cubedynamics/fire_time_hull.py) — - cubedynamics.fire_time_hull._load_real_gridmet_cube (function, line 584, src/cubedynamics/fire_time_hull.py) — - cubedynamics.fire_time_hull._load_synthetic_gridmet_cube (function, line 615, src/cubedynamics/fire_time_hull.py) — - cubedynamics.fire_time_hull._sample_ring_equal_steps (function, line 350, src/cubedynamics/fire_time_hull.py) — - cubedynamics.fire_time_hull._tri_area (function, line 367, src/cubedynamics/fire_time_hull.py) — - cubedynamics.fire_time_hull.build_fire_event (function, line 397, src/cubedynamics/fire_time_hull.py) — - cubedynamics.fire_time_hull.build_inside_outside_climate_samples (function, line 721, src/cubedynamics/fire_time_hull.py) — - cubedynamics.fire_time_hull.clean_event_daily_rows (function, line 296, src/cubedynamics/fire_time_hull.py) — - cubedynamics.fire_time_hull.compute_derivative_hull (function, line 961, src/cubedynamics/fire_time_hull.py) — Build a derivative-based hull from an existing TimeHull. - cubedynamics.fire_time_hull.compute_time_hull_geometry (function, line 431, src/cubedynamics/fire_time_hull.py) — - cubedynamics.fire_time_hull.load_climate_cube_for_event (function, line 657, src/cubedynamics/fire_time_hull.py) — - cubedynamics.fire_time_hull.load_fired_conus_ak (function, line 165, src/cubedynamics/fire_time_hull.py) — Load FIRED CONUS+AK polygons from a local cache, with optional download. - cubedynamics.fire_time_hull.load_gridmet_cube (function, line 638, src/cubedynamics/fire_time_hull.py) — - cubedynamics.fire_time_hull.pick_event_with_joint_support (function, line 374, src/cubedynamics/fire_time_hull.py) — - cubedynamics.fire_time_hull.plot_climate_filled_hull (function, line 833, src/cubedynamics/fire_time_hull.py) — - cubedynamics.fire_time_hull.plot_derivative_hull (function, line 1041, src/cubedynamics/fire_time_hull.py) — Plot a derivative hull with color and radius encoding the same - cubedynamics.fire_time_hull.plot_inside_outside_hist (function, line 896, src/cubedynamics/fire_time_hull.py) —

cubedynamics.hulls — Plotting helper that builds ruled surfaces from daily polygons. - cubedynamics.hulls._center_xy (function, line 45, src/cubedynamics/hulls.py) — - cubedynamics.hulls._largest_polygon (function, line 19, src/cubedynamics/hulls.py) — - cubedynamics.hulls._sample_ring_equal_steps (function, line 30, src/cubedynamics/hulls.py) — Equal-arclength samples on the polygon exterior. - cubedynamics.hulls.plot_ruled_time_hull (function, line 51, src/cubedynamics/hulls.py) — Build a 3D ruled surface describing event growth through time.

cubedynamics.indices.vegetation — Vegetation index helpers. - cubedynamics.indices.vegetation._get_band_dataarray (function, line 10, src/cubedynamics/indices/vegetation.py) — - cubedynamics.indices.vegetation.compute_ndvi_from_s2 (function, line 20, src/cubedynamics/indices/vegetation.py) — Compute NDVI from a Sentinel-2 Dataset or DataArray.

cubedynamics.ops.io — I/O helpers for pipe chains. - cubedynamics.ops.io.to_netcdf (function, line 8, src/cubedynamics/ops/io.py) — Factory for a pipeable .to_netcdf side-effect operation. - cubedynamics.ops.io.to_netcdf._inner (method, line 11, src/cubedynamics/ops/io.py) —

cubedynamics.ops.ndvi — NDVI-related pipeable operations. - cubedynamics.ops.ndvi.ndvi_from_s2 (function, line 8, src/cubedynamics/ops/ndvi.py) — Factory returning a Sentinel-2 NDVI transform for pipe chains. - cubedynamics.ops.ndvi.ndvi_from_s2._inner (method, line 11, src/cubedynamics/ops/ndvi.py) —

cubedynamics.ops.stats — Statistical pipeable operations. - cubedynamics.ops.stats.correlation_cube (function, line 8, src/cubedynamics/ops/stats.py) — Factory placeholder for a future correlation cube operation. - cubedynamics.ops.stats.correlation_cube._inner (method, line 22, src/cubedynamics/ops/stats.py) —

cubedynamics.ops.transforms — Transform-style pipeable operations. - cubedynamics.ops.transforms.anomaly (function, line 12, src/cubedynamics/ops/transforms.py) — Deprecated shim forwarding to :func:cubedynamics.verbs.stats.anomaly. - cubedynamics.ops.transforms.month_filter (function, line 18, src/cubedynamics/ops/transforms.py) — Factory for filtering calendar months from a time coordinate. - cubedynamics.ops.transforms.month_filter._inner (method, line 30, src/cubedynamics/ops/transforms.py) —

cubedynamics.ops.viz — Visualization verbs wrapping simple interactive widgets. - cubedynamics.ops.viz.plot (function, line 12, src/cubedynamics/ops/viz.py) — Legacy wrapper for the interactive plotting verb. - cubedynamics.ops.viz.plot._inner (method, line 24, src/cubedynamics/ops/viz.py) —

cubedynamics.ops_fire.climate_hull_extract — - cubedynamics.ops_fire.climate_hull_extract.HullClimateSummary (class, line 16, src/cubedynamics/ops_fire/climate_hull_extract.py) — Climate sample summary relative to a fire time-hull. - cubedynamics.ops_fire.climate_hull_extract._infer_cube_epsg (function, line 55, src/cubedynamics/ops_fire/climate_hull_extract.py) — Try to infer an EPSG code for the cube from attrs/coords/rioxarray. - cubedynamics.ops_fire.climate_hull_extract._infer_spatial_dims (function, line 35, src/cubedynamics/ops_fire/climate_hull_extract.py) — Infer spatial dimension names for a climate cube. - cubedynamics.ops_fire.climate_hull_extract.build_inside_outside_climate_samples (function, line 104, src/cubedynamics/ops_fire/climate_hull_extract.py) — Build inside vs outside climate samples using FIRED perimeters and a climate cube.

cubedynamics.ops_fire.fired_api — - cubedynamics.ops_fire.fired_api.fired_event (function, line 14, src/cubedynamics/ops_fire/fired_api.py) — Public entry point for loading a FIRED fire event.

cubedynamics.ops_fire.fired_io — - cubedynamics.ops_fire.fired_io.TemporalSupport (class, line 20, src/cubedynamics/ops_fire/fired_io.py) — Simple representation of a dataset's trustworthy temporal coverage. - cubedynamics.ops_fire.fired_io.load_fired_conus_ak (function, line 36, src/cubedynamics/ops_fire/fired_io.py) — Stream FIRED CONUS+AK polygons (Nov 2001–Mar 2021) from CU Scholar. - cubedynamics.ops_fire.fired_io.load_fired_event_by_joint_support (function, line 227, src/cubedynamics/ops_fire/fired_io.py) — Convenience helper: load FIRED, pick an event with joint temporal support, - cubedynamics.ops_fire.fired_io.pick_event_with_joint_support (function, line 143, src/cubedynamics/ops_fire/fired_io.py) — Pick a FIRED event whose buffered time window sits inside climate support.

cubedynamics.ops_fire.time_hull — - cubedynamics.ops_fire.time_hull.FireEventDaily (class, line 14, src/cubedynamics/ops_fire/time_hull.py) — One FIRED event with daily perimeters and basic metadata. - cubedynamics.ops_fire.time_hull.TimeHull (class, line 39, src/cubedynamics/ops_fire/time_hull.py) — 3D time-hull geometry for a single fire event. - cubedynamics.ops_fire.time_hull.Vase (class, line 68, src/cubedynamics/ops_fire/time_hull.py) — Simple container for a vase-like surface derived from a TimeHull. - cubedynamics.ops_fire.time_hull._largest_polygon (function, line 149, src/cubedynamics/ops_fire/time_hull.py) — Return the largest Polygon from a (Multi)Polygon geometry. - cubedynamics.ops_fire.time_hull._sample_ring_equal_steps (function, line 174, src/cubedynamics/ops_fire/time_hull.py) — Sample n_samples points along the polygon's exterior at equal arc length. - cubedynamics.ops_fire.time_hull._tri_area (function, line 211, src/cubedynamics/ops_fire/time_hull.py) — Area of a 3D triangle (p, q, r). - cubedynamics.ops_fire.time_hull.build_fire_event (function, line 228, src/cubedynamics/ops_fire/time_hull.py) — Clean a single FIRED event and return a FireEventDaily object. - cubedynamics.ops_fire.time_hull.clean_event_daily_rows (function, line 90, src/cubedynamics/ops_fire/time_hull.py) — Return a cleaned, sorted per-day GeoDataFrame for a single FIRED event. - cubedynamics.ops_fire.time_hull.compute_time_hull_geometry (function, line 288, src/cubedynamics/ops_fire/time_hull.py) — Build a 3D ruled time-hull geometry from FIRED daily perimeters. - cubedynamics.ops_fire.time_hull.time_hull_to_vase (function, line 474, src/cubedynamics/ops_fire/time_hull.py) — Convert a TimeHull into a vase-like representation suitable for v.vase.

cubedynamics.ops_io.gridmet_api — - cubedynamics.ops_io.gridmet_api.gridmet (function, line 8, src/cubedynamics/ops_io/gridmet_api.py) — Load a GRIDMET variable as an xarray.DataArray suitable for CubePlot.

cubedynamics.piping — Pipe wrapper enabling | composition for cube operations. - cubedynamics.piping.Pipe (class, line 41, src/cubedynamics/piping.py) — Wrap a value so it can flow through | pipe stages. - cubedynamics.piping.Pipe.init (method, line 44, src/cubedynamics/piping.py) — - cubedynamics.piping.Pipe.or (method, line 47, src/cubedynamics/piping.py) — Apply func to the wrapped value and return a new :class:Pipe. - cubedynamics.piping.Pipe.repr (method, line 62, src/cubedynamics/piping.py) — Return the repr of the wrapped value for plain-text displays. - cubedynamics.piping.Pipe.repr_html (method, line 67, src/cubedynamics/piping.py) — Rich HTML representation for Jupyter notebooks. - cubedynamics.piping.Pipe.unwrap (method, line 57, src/cubedynamics/piping.py) — Return the wrapped value, ending the pipe chain. - cubedynamics.piping.Pipe.v (method, line 81, src/cubedynamics/piping.py) — Convenience alias for :pyattr:value. - cubedynamics.piping.Verb (class, line 27, src/cubedynamics/piping.py) — Wrapper for callables used in pipe chains. - cubedynamics.piping.Verb.call (method, line 33, src/cubedynamics/piping.py) — - cubedynamics.piping.Verb.init (method, line 30, src/cubedynamics/piping.py) — - cubedynamics.piping._attach_viewer (function, line 14, src/cubedynamics/piping.py) — - cubedynamics.piping.pipe (function, line 87, src/cubedynamics/piping.py) — Wrap value in a :class:Pipe, enabling Pipe | op(...) syntax.

cubedynamics.plotting.cube_plot — Grammar-of-graphics + streaming core for cube plotting. - cubedynamics.plotting.cube_plot.CoordCube (class, line 249, src/cubedynamics/plotting/cube_plot.py) — Camera/coordinate configuration for cube plots. - cubedynamics.plotting.cube_plot.CubeAes (class, line 85, src/cubedynamics/plotting/cube_plot.py) — Aesthetic mapping for cube plots. - cubedynamics.plotting.cube_plot.CubeAnnotation (class, line 262, src/cubedynamics/plotting/cube_plot.py) — Simple annotation container for planes/text anchored to cube axes. - cubedynamics.plotting.cube_plot.CubeFacet (class, line 101, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot.CubeLayer (class, line 117, src/cubedynamics/plotting/cube_plot.py) — A plotting layer pairing a geom with data and stat. - cubedynamics.plotting.cube_plot.CubePlot (class, line 428, src/cubedynamics/plotting/cube_plot.py) — Internal object model for cube visualizations. - cubedynamics.plotting.cube_plot.CubePlot.post_init (method, line 470, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot.CubePlot._build_axis_meta (method, line 500, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot.CubePlot._build_axis_meta._entry (method, line 501, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot.CubePlot.repr_html (method, line 917, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot.CubePlot._resolve_dims (method, line 492, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot.CubePlot.add_layer (method, line 601, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot.CubePlot.annot_plane (method, line 593, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot.CubePlot.annot_text (method, line 597, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot.CubePlot.coord_cube (method, line 575, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot.CubePlot.facet_grid (method, line 585, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot.CubePlot.facet_wrap (method, line 581, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot.CubePlot.geom_cube (method, line 605, src/cubedynamics/plotting/cube_plot.py) — Explicitly add a cube geometry layer. - cubedynamics.plotting.cube_plot.CubePlot.geom_vase_outline (method, line 656, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot.CubePlot.save (method, line 893, src/cubedynamics/plotting/cube_plot.py) — Save the cube figure to disk. - cubedynamics.plotting.cube_plot.CubePlot.scale_alpha_continuous (method, line 571, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot.CubePlot.scale_fill_continuous (method, line 567, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot.CubePlot.stat_vase (method, line 610, src/cubedynamics/plotting/cube_plot.py) — Attach a vase mask and masked cube to this plot via StatVase. - cubedynamics.plotting.cube_plot.CubePlot.theme_cube_studio (method, line 589, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot.CubePlot.to_html (method, line 662, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot.CubePlot.to_html._annot_block (method, line 674, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot.CubePlot.to_html._apply_stat (method, line 667, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot.CubePlot.to_html._panel_label (method, line 692, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot.CubePlot.to_html._render_viewer (method, line 697, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot.CubePlot.to_html._unique_values (method, line 803, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot.CubeTheme (class, line 48, src/cubedynamics/plotting/cube_plot.py) — Theme configuration for cube plots. - cubedynamics.plotting.cube_plot.ScaleAlphaContinuous (class, line 242, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot.ScaleFillContinuous (class, line 149, src/cubedynamics/plotting/cube_plot.py) — Continuous color scale used by the cube viewer. - cubedynamics.plotting.cube_plot.ScaleFillContinuous._default_cmap (method, line 165, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot.ScaleFillContinuous.infer_breaks (method, line 233, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot.ScaleFillContinuous.infer_limits (method, line 175, src/cubedynamics/plotting/cube_plot.py) — Infer limits for continuous fill scales. - cubedynamics.plotting.cube_plot.ScaleFillContinuous.resolved_cmap (method, line 172, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot._CubePlotMeta (class, line 37, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot._CubePlotMeta.instancecheck (method, line 38, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot._build_caption (function, line 320, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot._derive_legend_title (function, line 309, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot._format_lat (function, line 348, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot._format_lon (function, line 357, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot._format_numeric (function, line 366, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot._format_time_label (function, line 340, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot._infer_aes_from_data (function, line 108, src/cubedynamics/plotting/cube_plot.py) — Infer a simple aesthetic mapping from a DataArray. - cubedynamics.plotting.cube_plot._looks_like_lat (function, line 373, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot._looks_like_lon (function, line 400, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot.geom_cube (function, line 132, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot.geom_outline (function, line 140, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot.geom_path3d (function, line 144, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot.geom_slice (function, line 136, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot.stat_identity (function, line 271, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot.stat_space_mean (function, line 293, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot.stat_time_anomaly (function, line 282, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot.stat_time_mean (function, line 275, src/cubedynamics/plotting/cube_plot.py) — - cubedynamics.plotting.cube_plot.theme_cube_studio (function, line 78, src/cubedynamics/plotting/cube_plot.py) — Return the default "studio" theme.

cubedynamics.plotting.cube_viewer — - cubedynamics.plotting.cube_viewer._apply_vase_tint (function, line 79, src/cubedynamics/plotting/cube_viewer.py) — Apply an overlay color to rgb_arr wherever mask_2d is True. - cubedynamics.plotting.cube_viewer._array_to_png_base64 (function, line 117, src/cubedynamics/plotting/cube_viewer.py) — - cubedynamics.plotting.cube_viewer._axis_range_from_ticks (function, line 1198, src/cubedynamics/plotting/cube_viewer.py) — - cubedynamics.plotting.cube_viewer._build_legend_html (function, line 136, src/cubedynamics/plotting/cube_viewer.py) — - cubedynamics.plotting.cube_viewer._colorbar_labels (function, line 124, src/cubedynamics/plotting/cube_viewer.py) — - cubedynamics.plotting.cube_viewer._colormap_to_rgba (function, line 97, src/cubedynamics/plotting/cube_viewer.py) — - cubedynamics.plotting.cube_viewer._guess_axis_name (function, line 1166, src/cubedynamics/plotting/cube_viewer.py) — - cubedynamics.plotting.cube_viewer._infer_axis_ticks (function, line 1175, src/cubedynamics/plotting/cube_viewer.py) — - cubedynamics.plotting.cube_viewer._interior_plane_transform (function, line 158, src/cubedynamics/plotting/cube_viewer.py) — - cubedynamics.plotting.cube_viewer._reduce_to_3d_time_y_x (function, line 36, src/cubedynamics/plotting/cube_viewer.py) — Ensure the DataArray has dims (time, y, x) for the cube viewer. - cubedynamics.plotting.cube_viewer._render_cube_html (function, line 194, src/cubedynamics/plotting/cube_viewer.py) — - cubedynamics.plotting.cube_viewer._rgba_to_png_base64 (function, line 111, src/cubedynamics/plotting/cube_viewer.py) — - cubedynamics.plotting.cube_viewer._vase_panel_transform (function, line 178, src/cubedynamics/plotting/cube_viewer.py) — - cubedynamics.plotting.cube_viewer._vase_panel_transform._offset (method, line 181, src/cubedynamics/plotting/cube_viewer.py) — - cubedynamics.plotting.cube_viewer.cube_from_dataarray (function, line 777, src/cubedynamics/plotting/cube_viewer.py) — - cubedynamics.plotting.cube_viewer.cube_from_dataarray._face_to_png (method, line 976, src/cubedynamics/plotting/cube_viewer.py) —

cubedynamics.plotting.geom — - cubedynamics.plotting.geom.GeomVaseOutline (class, line 5, src/cubedynamics/plotting/geom.py) — Grammar-of-graphics geom that indicates vase overlays should be applied

cubedynamics.plotting.progress — Notebook-friendly progress helpers for cube rendering. - cubedynamics.plotting.progress._CubeProgress (class, line 8, src/cubedynamics/plotting/progress.py) — Simple progress helper that prints inline status updates. - cubedynamics.plotting.progress._CubeProgress.init (method, line 11, src/cubedynamics/plotting/progress.py) — - cubedynamics.plotting.progress._CubeProgress._render (method, line 20, src/cubedynamics/plotting/progress.py) — - cubedynamics.plotting.progress._CubeProgress.done (method, line 35, src/cubedynamics/plotting/progress.py) — - cubedynamics.plotting.progress._CubeProgress.step (method, line 28, src/cubedynamics/plotting/progress.py) —

cubedynamics.plotting.stats — - cubedynamics.plotting.stats.StatVase (class, line 11, src/cubedynamics/plotting/stats.py) — - cubedynamics.plotting.stats.StatVase.compute (method, line 17, src/cubedynamics/plotting/stats.py) — Return (masked_cube, mask) without triggering full cube load.

cubedynamics.plotting.viewer — Utilities for rendering the cube viewer safely inside notebooks. - cubedynamics.plotting.viewer._write_cube_html (function, line 12, src/cubedynamics/plotting/viewer.py) — Write a standalone cube viewer HTML file to the working directory. - cubedynamics.plotting.viewer.show_cube_viewer (function, line 22, src/cubedynamics/plotting/viewer.py) — Return an IFrame pointing at a self-contained cube viewer file.

cubedynamics.prism_streaming — Streaming-first helpers for PRISM datasets. - cubedynamics.prism_streaming.stream_prism_to_cube (function, line 15, src/cubedynamics/prism_streaming.py) — Stream PRISM data into an xarray object.

cubedynamics.progress — Lightweight progress bar utilities. - cubedynamics.progress.progress_bar (function, line 20, src/cubedynamics/progress.py) — Context manager that yields an advance(n) function.

cubedynamics.sentinel — Sentinel-2 helper utilities for CubeDynamics. - cubedynamics.sentinel._resolve_lat_lon_and_edge_size (function, line 223, src/cubedynamics/sentinel.py) — Return a valid lat, lon, and edge_size for Sentinel-2 requests. - cubedynamics.sentinel.load_sentinel2_bands_cube (function, line 87, src/cubedynamics/sentinel.py) — Stream a Sentinel-2 L2A cube for a user-selected list of bands. - cubedynamics.sentinel.load_sentinel2_cube (function, line 18, src/cubedynamics/sentinel.py) — Stream a Sentinel-2 L2A cube via cubo. - cubedynamics.sentinel.load_sentinel2_ndvi_cube (function, line 126, src/cubedynamics/sentinel.py) — Stream Sentinel-2 L2A data and compute a raw NDVI cube. - cubedynamics.sentinel.load_sentinel2_ndvi_zscore_cube (function, line 172, src/cubedynamics/sentinel.py) — Convenience wrapper that returns a z-scored Sentinel-2 NDVI cube.

cubedynamics.stats.anomalies — Anomaly and z-score utilities. - cubedynamics.stats.anomalies.rolling_mean (function, line 68, src/cubedynamics/stats/anomalies.py) — Compute a simple rolling mean along a time-like dimension. - cubedynamics.stats.anomalies.temporal_anomaly (function, line 33, src/cubedynamics/stats/anomalies.py) — Compute anomalies relative to a baseline mean over a time-like dimension. - cubedynamics.stats.anomalies.temporal_difference (function, line 52, src/cubedynamics/stats/anomalies.py) — Compute lagged differences along a time-like dimension. - cubedynamics.stats.anomalies.zscore_over_time (function, line 15, src/cubedynamics/stats/anomalies.py) — Deprecated helper that forwards to :func:cubedynamics.ops.stats.zscore.

cubedynamics.stats.correlation — Correlation helpers. - cubedynamics.stats.correlation.pearson_corr_stat (function, line 12, src/cubedynamics/stats/correlation.py) — Compute Pearson correlation between two 1D arrays. - cubedynamics.stats.correlation.rolling_corr_vs_center (function, line 28, src/cubedynamics/stats/correlation.py) — Build a rolling-window correlation cube vs the center pixel.

cubedynamics.stats.rolling — Rolling-window computation utilities. - cubedynamics.stats.rolling._empty_result (function, line 13, src/cubedynamics/stats/rolling.py) — - cubedynamics.stats.rolling.rolling_pairwise_stat_cube (function, line 18, src/cubedynamics/stats/rolling.py) — Compute a rolling-window pairwise statistic vs a reference time series.

cubedynamics.stats.spatial — Spatial cube math primitives. - cubedynamics.stats.spatial.mask_by_threshold (function, line 45, src/cubedynamics/stats/spatial.py) — Create a boolean mask for values that satisfy a threshold condition. - cubedynamics.stats.spatial.spatial_coarsen_mean (function, line 12, src/cubedynamics/stats/spatial.py) — Coarsen a DataArray by averaging blocks in the spatial dimensions. - cubedynamics.stats.spatial.spatial_smooth_mean (function, line 28, src/cubedynamics/stats/spatial.py) — Apply a boxcar spatial mean filter over the y/x dimensions.

cubedynamics.stats.tails — Tail dependence utilities. - cubedynamics.stats.tails._rank_1d (function, line 13, src/cubedynamics/stats/tails.py) — Simple 1D rank function (1..n) with ordinal tie handling. - cubedynamics.stats.tails.partial_tail_spearman (function, line 22, src/cubedynamics/stats/tails.py) — Partial Spearman correlations in lower and upper tails. - cubedynamics.stats.tails.partial_tail_spearman._tail_corr (method, line 51, src/cubedynamics/stats/tails.py) — - cubedynamics.stats.tails.rolling_tail_dep_vs_center (function, line 64, src/cubedynamics/stats/tails.py) — Build rolling-window tail-dependence cubes vs the center pixel.

cubedynamics.streaming.gridmet — - cubedynamics.streaming.gridmet._axis_slice (function, line 18, src/cubedynamics/streaming/gridmet.py) — Return a slice that spans [bound_a, bound_b] regardless of axis order. - cubedynamics.streaming.gridmet._bbox_from_geojson (function, line 97, src/cubedynamics/streaming/gridmet.py) — Compute a simple lat/lon bounding box from a GeoJSON polygon (EPSG:4326). - cubedynamics.streaming.gridmet._lat_slice (function, line 53, src/cubedynamics/streaming/gridmet.py) — Return a latitude slice that works for ascending or descending axes. - cubedynamics.streaming.gridmet._lon_slice (function, line 59, src/cubedynamics/streaming/gridmet.py) — Return a longitude slice that works for ascending or descending axes. - cubedynamics.streaming.gridmet._open_gridmet_year (function, line 114, src/cubedynamics/streaming/gridmet.py) — Download a single gridMET year fully in memory and open it with the best - cubedynamics.streaming.gridmet._prepare_stream_target (function, line 77, src/cubedynamics/streaming/gridmet.py) — Return an object suitable for xr.open_dataset for the chosen engine. - cubedynamics.streaming.gridmet._select_stream_engine (function, line 65, src/cubedynamics/streaming/gridmet.py) — Pick the best available xarray engine for streaming gridMET files. - cubedynamics.streaming.gridmet.stream_gridmet_to_cube (function, line 168, src/cubedynamics/streaming/gridmet.py) — Stream a gridMET subset as an xarray.DataArray "cube" for a given AOI.

cubedynamics.streaming.virtual — Virtual cube streaming helpers. - cubedynamics.streaming.virtual.VirtualCube (class, line 20, src/cubedynamics/streaming/virtual.py) — Representation of a lazily tiled cube. - cubedynamics.streaming.virtual.VirtualCube.iter_spatial_tiles (method, line 55, src/cubedynamics/streaming/virtual.py) — Iterate over cubes tiled in space (full time range per tile). - cubedynamics.streaming.virtual.VirtualCube.iter_tiles (method, line 62, src/cubedynamics/streaming/virtual.py) — Iterate over time × space tiles produced by both tilers. - cubedynamics.streaming.virtual.VirtualCube.iter_time_tiles (method, line 48, src/cubedynamics/streaming/virtual.py) — Iterate over time-tiled cubes (full spatial AOI per tile). - cubedynamics.streaming.virtual.VirtualCube.materialize (method, line 78, src/cubedynamics/streaming/virtual.py) — Materialize the virtual cube as a single :class:xarray.DataArray. - cubedynamics.streaming.virtual.make_spatial_tiler (function, line 123, src/cubedynamics/streaming/virtual.py) — Create a deterministic spatial tiler for a bounding box. - cubedynamics.streaming.virtual.make_spatial_tiler.tiler (method, line 130, src/cubedynamics/streaming/virtual.py) — - cubedynamics.streaming.virtual.make_time_tiler (function, line 94, src/cubedynamics/streaming/virtual.py) — Create a deterministic time tiler. - cubedynamics.streaming.virtual.make_time_tiler.tiler (method, line 102, src/cubedynamics/streaming/virtual.py) —

cubedynamics.tests.test_gridmet_streaming — Tests for the gridMET streaming helper. - cubedynamics.tests.test_gridmet_streaming.test_stream_gridmet_to_cube_bbox_padding (function, line 103, src/cubedynamics/tests/test_gridmet_streaming.py) — Tiny AOI bounding boxes should still capture at least one grid cell. - cubedynamics.tests.test_gridmet_streaming.test_stream_gridmet_to_cube_bbox_padding._fake_year (method, line 110, src/cubedynamics/tests/test_gridmet_streaming.py) — - cubedynamics.tests.test_gridmet_streaming.test_stream_gridmet_to_cube_default_source_smoke (function, line 13, src/cubedynamics/tests/test_gridmet_streaming.py) — Calling the helper without source should return a time-indexed cube. - cubedynamics.tests.test_gridmet_streaming.test_stream_gridmet_to_cube_default_source_smoke._fake_year (method, line 20, src/cubedynamics/tests/test_gridmet_streaming.py) — - cubedynamics.tests.test_gridmet_streaming.test_stream_gridmet_to_cube_descending_lat (function, line 59, src/cubedynamics/tests/test_gridmet_streaming.py) — Descending latitude axes should still produce non-empty subsets. - cubedynamics.tests.test_gridmet_streaming.test_stream_gridmet_to_cube_descending_lat._fake_year (method, line 66, src/cubedynamics/tests/test_gridmet_streaming.py) —

cubedynamics.tests.test_import_and_pipe — Basic import and pipe integration tests for cubedynamics. - cubedynamics.tests.test_import_and_pipe.test_import_cubedynamics_has_version (function, line 10, src/cubedynamics/tests/test_import_and_pipe.py) — Ensure the package exposes a version attribute. - cubedynamics.tests.test_import_and_pipe.test_pipe_anomaly_variance_chain (function, line 16, src/cubedynamics/tests/test_import_and_pipe.py) — Smoke-test chaining simple pipe verbs if available.

cubedynamics.tests.test_imports — Basic import smoke tests for the cubedynamics package. - cubedynamics.tests.test_imports.test_streaming_helpers_are_callable (function, line 13, src/cubedynamics/tests/test_imports.py) — All public streaming helpers should be importable. - cubedynamics.tests.test_imports.test_streaming_stubs_raise_not_implemented (function, line 24, src/cubedynamics/tests/test_imports.py) — Only the unimplemented helpers should raise NotImplementedError. - cubedynamics.tests.test_imports.test_version_exposed (function, line 8, src/cubedynamics/tests/test_imports.py) — Ensure the package exposes a version string.

cubedynamics.tests.test_piping_ops — Tests for the ggplot-style pipe syntax and verbs. - cubedynamics.tests.test_piping_ops._make_time_series (function, line 13, src/cubedynamics/tests/test_piping_ops.py) — - cubedynamics.tests.test_piping_ops.test_month_filter_reduces_time (function, line 37, src/cubedynamics/tests/test_piping_ops.py) — - cubedynamics.tests.test_piping_ops.test_pipe_basic_chain (function, line 23, src/cubedynamics/tests/test_piping_ops.py) — - cubedynamics.tests.test_piping_ops.test_show_cube_lexcube_returns_original_cube (function, line 57, src/cubedynamics/tests/test_piping_ops.py) — - cubedynamics.tests.test_piping_ops.test_show_cube_lexcube_returns_original_cube.fake_show (method, line 62, src/cubedynamics/tests/test_piping_ops.py) — - cubedynamics.tests.test_piping_ops.test_to_netcdf_roundtrip (function, line 45, src/cubedynamics/tests/test_piping_ops.py) —

cubedynamics.tests.test_progress — - cubedynamics.tests.test_progress.test_ndvi_accepts_show_progress (function, line 41, src/cubedynamics/tests/test_progress.py) — - cubedynamics.tests.test_progress.test_ndvi_accepts_show_progress._fake_loader (method, line 42, src/cubedynamics/tests/test_progress.py) — - cubedynamics.tests.test_progress.test_progress_bar_updates_when_tqdm_available (function, line 10, src/cubedynamics/tests/test_progress.py) — - cubedynamics.tests.test_progress.test_progress_bar_updates_when_tqdm_available.DummyTqdm (class, line 11, src/cubedynamics/tests/test_progress.py) — - cubedynamics.tests.test_progress.test_progress_bar_updates_when_tqdm_available.DummyTqdm.call (method, line 16, src/cubedynamics/tests/test_progress.py) — - cubedynamics.tests.test_progress.test_progress_bar_updates_when_tqdm_available.DummyTqdm.enter (method, line 20, src/cubedynamics/tests/test_progress.py) — - cubedynamics.tests.test_progress.test_progress_bar_updates_when_tqdm_available.DummyTqdm.exit (method, line 23, src/cubedynamics/tests/test_progress.py) — - cubedynamics.tests.test_progress.test_progress_bar_updates_when_tqdm_available.DummyTqdm.init (method, line 12, src/cubedynamics/tests/test_progress.py) — - cubedynamics.tests.test_progress.test_progress_bar_updates_when_tqdm_available.DummyTqdm.update (method, line 26, src/cubedynamics/tests/test_progress.py) —

cubedynamics.tests.test_sentinel_bbox — - cubedynamics.tests.test_sentinel_bbox.test_resolve_passthrough_when_lat_lon_provided (function, line 31, src/cubedynamics/tests/test_sentinel_bbox.py) — - cubedynamics.tests.test_sentinel_bbox.test_resolve_requires_coordinates_or_bbox (function, line 6, src/cubedynamics/tests/test_sentinel_bbox.py) — - cubedynamics.tests.test_sentinel_bbox.test_resolve_retains_edge_for_small_bbox (function, line 21, src/cubedynamics/tests/test_sentinel_bbox.py) — - cubedynamics.tests.test_sentinel_bbox.test_resolve_uses_bbox_center_and_expands_edge (function, line 11, src/cubedynamics/tests/test_sentinel_bbox.py) —

cubedynamics.tests.test_streaming_contracts — Streaming-first contract tests for cubedynamics. - cubedynamics.tests.test_streaming_contracts.test_streaming_functions_expose_chunks_argument (function, line 19, src/cubedynamics/tests/test_streaming_contracts.py) — Every streaming helper must expose a chunks keyword. - cubedynamics.tests.test_streaming_contracts.test_streaming_stubs_raise_not_implemented (function, line 30, src/cubedynamics/tests/test_streaming_contracts.py) — Until implemented, stub helpers should make their status clear. - cubedynamics.tests.test_streaming_contracts.test_stub_download_paths_are_opt_in (function, line 39, src/cubedynamics/tests/test_streaming_contracts.py) — Stubs must still raise until real download behavior is implemented.

cubedynamics.tubes — Backend utilities for tube detection and analysis. - cubedynamics.tubes._connectivity_structure (function, line 49, src/cubedynamics/tubes.py) — - cubedynamics.tubes._hull_to_polygon (function, line 199, src/cubedynamics/tubes.py) — - cubedynamics.tubes.compute_suitability_from_ndvi (function, line 22, src/cubedynamics/tubes.py) — Return a boolean mask marking suitability based on NDVI thresholds. - cubedynamics.tubes.compute_tube_metrics (function, line 102, src/cubedynamics/tubes.py) — Compute per-tube metrics: - cubedynamics.tubes.label_tubes (function, line 57, src/cubedynamics/tubes.py) — Label 3D connected components (tubes) in a boolean mask. - cubedynamics.tubes.tube_to_vase_definition (function, line 216, src/cubedynamics/tubes.py) — Convert a single tube (tube_id) into a VaseDefinition.

cubedynamics.utils.chunking — Chunking and subsampling utilities. - cubedynamics.utils.chunking.coarsen_and_stride (function, line 10, src/cubedynamics/utils/chunking.py) — Optionally coarsen spatially and subsample in time.

cubedynamics.utils.cube_css — Helpers for emitting lightweight CSS cube HTML scaffolding. - cubedynamics.utils.cube_css._axis_section (function, line 38, src/cubedynamics/utils/cube_css.py) — - cubedynamics.utils.cube_css._colorbar_labels (function, line 28, src/cubedynamics/utils/cube_css.py) — - cubedynamics.utils.cube_css._face_style (function, line 19, src/cubedynamics/utils/cube_css.py) — - cubedynamics.utils.cube_css.write_css_cube_static (function, line 60, src/cubedynamics/utils/cube_css.py) — Write a standalone HTML page with a simple CSS-based cube skeleton.

cubedynamics.utils.dims — Utilities for inferring canonical cube dimensions. - cubedynamics.utils.dims._infer_time_y_x_dims (function, line 16, src/cubedynamics/utils/dims.py) — Infer time, y, and x dimension names from a cube-like object.

cubedynamics.utils.drop_bad_assets — Utilities for handling intermittent remote asset failures. - cubedynamics.utils.drop_bad_assets.drop_bad_assets (function, line 25, src/cubedynamics/utils/drop_bad_assets.py) — Return a copy of cube with slices that raise errors removed.

cubedynamics.utils.reference — Reference pixel helpers. - cubedynamics.utils.reference.center_pixel_indices (function, line 8, src/cubedynamics/utils/reference.py) — Return the (y_idx, x_idx) of the center pixel in a cube. - cubedynamics.utils.reference.center_pixel_series (function, line 20, src/cubedynamics/utils/reference.py) — Extract the time series at the center pixel of a 3D cube.

cubedynamics.variables — Semantic variable loaders for common climate and vegetation variables. - cubedynamics.variables._load_temperature (function, line 95, src/cubedynamics/variables.py) — - cubedynamics.variables._resolve_temp_variable (function, line 84, src/cubedynamics/variables.py) — - cubedynamics.variables._year_chunks (function, line 329, src/cubedynamics/variables.py) — Yield (start_str, end_str) for consecutive chunks of up to years_per_chunk. - cubedynamics.variables.estimate_cube_size (function, line 43, src/cubedynamics/variables.py) — Return a rough scalar size estimate for a requested cube. - cubedynamics.variables.ndvi (function, line 426, src/cubedynamics/variables.py) — Load a Sentinel-2 NDVI cube. - cubedynamics.variables.ndvi_chunked (function, line 355, src/cubedynamics/variables.py) — Load a Sentinel-2 NDVI cube in time chunks and concatenate along 'time'. - cubedynamics.variables.temperature (function, line 138, src/cubedynamics/variables.py) — Load a mean temperature cube from the chosen climate provider. - cubedynamics.variables.temperature.base_loader (method, line 165, src/cubedynamics/variables.py) — - cubedynamics.variables.temperature_anomaly (function, line 260, src/cubedynamics/variables.py) — Compute a temperature anomaly cube along the time dimension. - cubedynamics.variables.temperature_max (function, line 234, src/cubedynamics/variables.py) — Load a maximum daily temperature cube from the selected source. - cubedynamics.variables.temperature_min (function, line 208, src/cubedynamics/variables.py) — Load a minimum daily temperature cube from the selected source.

cubedynamics.vase — Time-varying vase polygons and masking utilities. - cubedynamics.vase.VaseDefinition (class, line 42, src/cubedynamics/vase.py) — Collection of vase sections with interpolation rules. - cubedynamics.vase.VaseDefinition.post_init (method, line 54, src/cubedynamics/vase.py) — - cubedynamics.vase.VaseDefinition.sorted_sections (method, line 66, src/cubedynamics/vase.py) — Return a new VaseDefinition with sections sorted by time. - cubedynamics.vase.VasePanel (class, line 74, src/cubedynamics/vase.py) — Rectangular patch approximating a vase hull segment. - cubedynamics.vase.VaseSection (class, line 29, src/cubedynamics/vase.py) — Single cross-section of a vase at a given time. - cubedynamics.vase._normalize_value (function, line 152, src/cubedynamics/vase.py) — Normalize value to [0, 1] between vmin and vmax, handling datetimes. - cubedynamics.vase._polygon_at_time (function, line 88, src/cubedynamics/vase.py) — Return the polygon cross-section for a target time t. - cubedynamics.vase._sample_polygon_boundary (function, line 132, src/cubedynamics/vase.py) — Sample n_samples equally spaced points along the polygon boundary. - cubedynamics.vase._to_numeric_time (function, line 142, src/cubedynamics/vase.py) — Convert datetime-like or numeric time to a float for normalization. - cubedynamics.vase.build_vase_mask (function, line 230, src/cubedynamics/vase.py) — Build a boolean mask for voxels inside a time-varying vase. - cubedynamics.vase.build_vase_panels (function, line 163, src/cubedynamics/vase.py) — Approximate the vase hull with rectangular panels. - cubedynamics.vase.extract_vase_from_attrs (function, line 282, src/cubedynamics/vase.py) — Return the VaseDefinition attached to this DataArray, if any.

cubedynamics.vase_viz — Vase visualization utilities for scientific 3-D workflows. - cubedynamics.vase_viz._convert_time_to_numeric (function, line 60, src/cubedynamics/vase_viz.py) — - cubedynamics.vase_viz._validate_dims (function, line 15, src/cubedynamics/vase_viz.py) — - cubedynamics.vase_viz.extract_vase_points (function, line 21, src/cubedynamics/vase_viz.py) — Extract coordinates and values for voxels where mask is True. - cubedynamics.vase_viz.vase_scatter_plot (function, line 66, src/cubedynamics/vase_viz.py) — 3-D scientific scatter plot of voxels inside the vase. - cubedynamics.vase_viz.vase_scatter_with_hull (function, line 158, src/cubedynamics/vase_viz.py) — Overlay vase scatter points with a translucent hull mesh. - cubedynamics.vase_viz.vase_to_mesh (function, line 120, src/cubedynamics/vase_viz.py) — Convert VaseDefinition into a 3-D mesh using a sweep (loft) of polygons.

cubedynamics.verbs — Namespace exposing pipe-friendly cube verbs. - cubedynamics.verbs._plot_time_hull_vase (function, line 201, src/cubedynamics/verbs/__init__.py) — Render a TimeHull-derived vase using matplotlib. - cubedynamics.verbs._unwrap_dataarray (function, line 40, src/cubedynamics/verbs/__init__.py) — Normalize a verb input to an (xarray.DataArray, original_obj) pair. - cubedynamics.verbs.climate_hist (function, line 315, src/cubedynamics/verbs/__init__.py) — Plot histogram of climate inside vs outside fire perimeters. - cubedynamics.verbs.extract (function, line 133, src/cubedynamics/verbs/__init__.py) — Verb: attach fire time-hull + climate summary (and a vase-like hull) - cubedynamics.verbs.extract._op (method, line 171, src/cubedynamics/verbs/__init__.py) — - cubedynamics.verbs.fire_panel (function, line 493, src/cubedynamics/verbs/__init__.py) — Convenience helper: fire time-hull + climate distribution "panel". - cubedynamics.verbs.fire_panel._inner (method, line 526, src/cubedynamics/verbs/__init__.py) — - cubedynamics.verbs.fire_plot (function, line 393, src/cubedynamics/verbs/__init__.py) — High-level convenience verb: fire time-hull × climate visualization. - cubedynamics.verbs.fire_plot._inner (method, line 470, src/cubedynamics/verbs/__init__.py) — - cubedynamics.verbs.landsat8_mpc (function, line 68, src/cubedynamics/verbs/__init__.py) — Lazy import wrapper for the Landsat MPC helper. - cubedynamics.verbs.landsat_ndvi_plot (function, line 88, src/cubedynamics/verbs/__init__.py) — Lazy import wrapper for Landsat NDVI plotting. - cubedynamics.verbs.landsat_vis_ndvi (function, line 80, src/cubedynamics/verbs/__init__.py) — Lazy import wrapper for a visualization-friendly Landsat NDVI cube. - cubedynamics.verbs.show_cube_lexcube (function, line 96, src/cubedynamics/verbs/__init__.py) — Render a Lexcube widget as a side-effect and return the original cube. - cubedynamics.verbs.show_cube_lexcube._op (method, line 104, src/cubedynamics/verbs/__init__.py) — - cubedynamics.verbs.vase (function, line 274, src/cubedynamics/verbs/__init__.py) — High-level vase plotting verb with TimeHull support. - cubedynamics.verbs.vase._inner (method, line 284, src/cubedynamics/verbs/__init__.py) —

cubedynamics.verbs.custom — Generic custom-function verbs. - cubedynamics.verbs.custom.apply (function, line 10, src/cubedynamics/verbs/custom.py) — Return a verb that applies func to the incoming cube. - cubedynamics.verbs.custom.apply._op (method, line 23, src/cubedynamics/verbs/custom.py) —

cubedynamics.verbs.fire — - cubedynamics.verbs.fire.fire_derivative (function, line 167, src/cubedynamics/verbs/fire.py) — Fire derivative hull visualization verb. - cubedynamics.verbs.fire.fire_plot (function, line 25, src/cubedynamics/verbs/fire.py) — Fire time-hull + climate visualization verb.

cubedynamics.verbs.flatten — Shape-changing verbs for flattening cubes. - cubedynamics.verbs.flatten.flatten_cube (function, line 31, src/cubedynamics/verbs/flatten.py) — Flatten all non-time dimensions into a single sample dimension. - cubedynamics.verbs.flatten.flatten_cube._op (method, line 40, src/cubedynamics/verbs/flatten.py) — - cubedynamics.verbs.flatten.flatten_space (function, line 8, src/cubedynamics/verbs/flatten.py) — Flatten spatial dimensions (y and x) into a pixel dimension. - cubedynamics.verbs.flatten.flatten_space._op (method, line 20, src/cubedynamics/verbs/flatten.py) —

cubedynamics.verbs.landsat_mpc — Landsat-8 streaming via Microsoft Planetary Computer (MPC). - cubedynamics.verbs.landsat_mpc._bounding_box_from_mask (function, line 228, src/cubedynamics/verbs/landsat_mpc.py) — Return slices that crop to the non-NaN footprint of mask. - cubedynamics.verbs.landsat_mpc._coarsen_if_needed (function, line 248, src/cubedynamics/verbs/landsat_mpc.py) — Coarsen da along y/x so sizes do not exceed max_*. - cubedynamics.verbs.landsat_mpc._compute_ndvi_from_stack (function, line 204, src/cubedynamics/verbs/landsat_mpc.py) — Compute NDVI from a Landsat stack with a band dimension. - cubedynamics.verbs.landsat_mpc.landsat8_mpc (function, line 155, src/cubedynamics/verbs/landsat_mpc.py) — Landsat 8 (MPC) streaming verb for cubedynamics. - cubedynamics.verbs.landsat_mpc.landsat8_mpc_stream (function, line 62, src/cubedynamics/verbs/landsat_mpc.py) — Stream Landsat-8 Collection 2 Level-2 scenes from Microsoft Planetary Computer. - cubedynamics.verbs.landsat_mpc.landsat_ndvi_plot (function, line 318, src/cubedynamics/verbs/landsat_mpc.py) — Load Landsat NDVI, downsample for visualization, and render the cube viewer. - cubedynamics.verbs.landsat_mpc.landsat_vis_ndvi (function, line 263, src/cubedynamics/verbs/landsat_mpc.py) — Return a visualization-friendly Landsat NDVI cube. - cubedynamics.verbs.landsat_mpc.pipeable (function, line 44, src/cubedynamics/verbs/landsat_mpc.py) — Decorator that makes a verb callable or pipe-friendly. - cubedynamics.verbs.landsat_mpc.pipeable._wrapper (method, line 54, src/cubedynamics/verbs/landsat_mpc.py) —

cubedynamics.verbs.models — Stubs for future modeling verbs. - cubedynamics.verbs.models.fit_model (function, line 6, src/cubedynamics/verbs/models.py) — Placeholder for upcoming modeling verbs.

cubedynamics.verbs.plot — Plotting verb for displaying cubes via :class:CubePlot. - cubedynamics.verbs.plot.PlotOptions (class, line 25, src/cubedynamics/verbs/plot.py) — - cubedynamics.verbs.plot.plot (function, line 38, src/cubedynamics/verbs/plot.py) — - cubedynamics.verbs.plot.plot (function, line 55, src/cubedynamics/verbs/plot.py) — - cubedynamics.verbs.plot.plot (function, line 70, src/cubedynamics/verbs/plot.py) — Plot a cube or return a plotting verb. - cubedynamics.verbs.plot.plot._plot (method, line 103, src/cubedynamics/verbs/plot.py) —

cubedynamics.verbs.plot_mean — Verb for plotting mean and variance cubes side-by-side. - cubedynamics.verbs.plot_mean._materialize_if_virtual (function, line 15, src/cubedynamics/verbs/plot_mean.py) — - cubedynamics.verbs.plot_mean.plot_mean (function, line 21, src/cubedynamics/verbs/plot_mean.py) — Plot mean and variance cubes with synchronized controls. - cubedynamics.verbs.plot_mean.plot_mean._op (method, line 34, src/cubedynamics/verbs/plot_mean.py) —

cubedynamics.verbs.stats — Statistical cube verbs with consistent cube->cube semantics. - cubedynamics.verbs.stats._broadcast_like (function, line 43, src/cubedynamics/verbs/stats.py) — Broadcast stat so it can be combined elementwise with obj. - cubedynamics.verbs.stats._ensure_dim (function, line 14, src/cubedynamics/verbs/stats.py) — - cubedynamics.verbs.stats._expand_dim (function, line 27, src/cubedynamics/verbs/stats.py) — Return reduced with dim added back as a length-1 dimension. - cubedynamics.verbs.stats._mean_virtual_space (function, line 220, src/cubedynamics/verbs/stats.py) — - cubedynamics.verbs.stats._mean_virtual_time (function, line 142, src/cubedynamics/verbs/stats.py) — - cubedynamics.verbs.stats._variance_virtual_space (function, line 180, src/cubedynamics/verbs/stats.py) — - cubedynamics.verbs.stats._variance_virtual_time (function, line 98, src/cubedynamics/verbs/stats.py) — - cubedynamics.verbs.stats.anomaly (function, line 247, src/cubedynamics/verbs/stats.py) — Return a pipe verb that subtracts the mean over dim. - cubedynamics.verbs.stats.anomaly._op (method, line 254, src/cubedynamics/verbs/stats.py) — - cubedynamics.verbs.stats.mean (function, line 52, src/cubedynamics/verbs/stats.py) — Return a pipe-ready reducer computing the mean along dim. - cubedynamics.verbs.stats.mean._op (method, line 60, src/cubedynamics/verbs/stats.py) — - cubedynamics.verbs.stats.rolling_tail_dep_vs_center (function, line 315, src/cubedynamics/verbs/stats.py) — Return a rolling "tail dependence vs center" contrast along dim. - cubedynamics.verbs.stats.rolling_tail_dep_vs_center._op (method, line 340, src/cubedynamics/verbs/stats.py) — - cubedynamics.verbs.stats.variance (function, line 75, src/cubedynamics/verbs/stats.py) — Return a variance reducer along dim with optional dimension retention. - cubedynamics.verbs.stats.variance._op (method, line 90, src/cubedynamics/verbs/stats.py) — - cubedynamics.verbs.stats.variance._variance_virtual_cube (method, line 83, src/cubedynamics/verbs/stats.py) — - cubedynamics.verbs.stats.variance._variance_xarray (method, line 78, src/cubedynamics/verbs/stats.py) — - cubedynamics.verbs.stats.zscore (function, line 263, src/cubedynamics/verbs/stats.py) — Return a standardized anomaly verb (z-score) along dim. - cubedynamics.verbs.stats.zscore._op (method, line 277, src/cubedynamics/verbs/stats.py) —

cubedynamics.verbs.tubes — - cubedynamics.verbs.tubes.tubes (function, line 11, src/cubedynamics/verbs/tubes.py) — High-level verb: find suitability tubes and plot one as a vase. - cubedynamics.verbs.tubes.tubes._inner (method, line 40, src/cubedynamics/verbs/tubes.py) —

cubedynamics.verbs.vase — - cubedynamics.verbs.vase.vase (function, line 67, src/cubedynamics/verbs/vase.py) — High-level vase plotting verb. - cubedynamics.verbs.vase.vase._inner (method, line 91, src/cubedynamics/verbs/vase.py) — - cubedynamics.verbs.vase.vase_demo (function, line 151, src/cubedynamics/verbs/vase.py) — Convenience verb: build a demo stacked-polygon vase and plot it. - cubedynamics.verbs.vase.vase_demo._inner (method, line 190, src/cubedynamics/verbs/vase.py) — - cubedynamics.verbs.vase.vase_extract (function, line 36, src/cubedynamics/verbs/vase.py) — Mask a cube so that values outside the vase become NaN. - cubedynamics.verbs.vase.vase_mask (function, line 12, src/cubedynamics/verbs/vase.py) — Compute a boolean vase mask for a time-varying polygon hull.

cubedynamics.viewers.cube_viewer — - cubedynamics.viewers.cube_viewer._extract_faces (function, line 74, src/cubedynamics/viewers/cube_viewer.py) — Extract cube faces for top (time slice), front (x slice), and side (y slice). - cubedynamics.viewers.cube_viewer._face_to_base64 (function, line 85, src/cubedynamics/viewers/cube_viewer.py) — Convert a 2D array face to a base64-encoded PNG using a matplotlib colormap. - cubedynamics.viewers.cube_viewer._infer_dims (function, line 15, src/cubedynamics/viewers/cube_viewer.py) — Infer time, y, x dims for a 3D DataArray. - cubedynamics.viewers.cube_viewer.write_cube_viewer (function, line 102, src/cubedynamics/viewers/cube_viewer.py) — Generate a standalone HTML/JS cube viewer for a 3D DataArray.

cubedynamics.viewers.simple_plot — - cubedynamics.viewers.simple_plot._infer_dims (function, line 11, src/cubedynamics/viewers/simple_plot.py) — Infer time, y, x dim names for a 3D cube. - cubedynamics.viewers.simple_plot.simple_cube_widget (function, line 56, src/cubedynamics/viewers/simple_plot.py) — Minimal interactive viewer for a 3D cube (time, y, x). - cubedynamics.viewers.simple_plot.simple_cube_widget._on_slider_change (method, line 149, src/cubedynamics/viewers/simple_plot.py) — - cubedynamics.viewers.simple_plot.simple_cube_widget._plot_slice (method, line 127, src/cubedynamics/viewers/simple_plot.py) — - cubedynamics.viewers.simple_plot.simple_cube_widget._update_label (method, line 124, src/cubedynamics/viewers/simple_plot.py) —

cubedynamics.viz.lexcube_viz — Lexcube visualization helpers. - cubedynamics.viz.lexcube_viz.show_cube_lexcube (function, line 15, src/cubedynamics/viz/lexcube_viz.py) — Create a Lexcube Cube3DWidget from a 3D cube (time, y, x).

cubedynamics.viz.qa_plots — Quality-assurance plotting helpers. - cubedynamics.viz.qa_plots.plot_median_over_space (function, line 9, src/cubedynamics/viz/qa_plots.py) — Plot the median over space of a 3D cube as a time series.

Section 6: Notes / anomalies

• cubedynamics.tests.test_imports.test_streaming_stubs_raise_not_implemented marked as not implemented.