From a95c70f2b5ffa3d23baa02cd5b82606e4e1cb516 Mon Sep 17 00:00:00 2001 From: jtgasparik Date: Wed, 9 Sep 2026 10:26:54 -0400 Subject: [PATCH 1/4] plotting functions for d2 and scattering cross section --- pysp2/util/normalized_derivative_method.py | 105 ++++++++++++++++++ .../test_plot_incident_irradiance.png | Bin 95891 -> 94693 bytes .../test_plot_scattering_cross_section.png | Bin 36020 -> 35990 bytes tests/test_ndm.py | 4 +- tests/test_vis.py | 60 +++++++++- 5 files changed, 163 insertions(+), 6 deletions(-) diff --git a/pysp2/util/normalized_derivative_method.py b/pysp2/util/normalized_derivative_method.py index a188581..ffd6560 100644 --- a/pysp2/util/normalized_derivative_method.py +++ b/pysp2/util/normalized_derivative_method.py @@ -1438,4 +1438,109 @@ def plot_scattering_cross_section( pad=14, ) + return fig + +def plot_d2( + d2: Union[xr.DataArray, np.ndarray], + *, + threshold: Optional[float] = None, + title: Optional[str] = None, + xlabel: str = "k", + ylabel: str = r"Statistical distance $d^2$", + log_scale: bool = True, + highlight_kbest: bool = True, +) -> plt.Figure: + """ + Plot the Moteki & Kondo statistical distance d^2(k) for one event. + + Parameters + ---------- + d2 : xr.DataArray or np.ndarray + Computed d^2 values, typically output from compute_d2_moteki_kondo(...). + Expected shape is 1D over k. + threshold : float, optional + Optional horizontal acceptance threshold line (for example, a chi-square + cutoff or your empirical threshold). + title : str, optional + Custom plot title. If omitted, a default title is used. + xlabel : str, default "k" + x-axis label. + ylabel : str, default r"Statistical distance $d^2$" + y-axis label. + log_scale : bool, default True + If True, use a logarithmic y-axis. + highlight_kbest : bool, default True + If True, mark the minimum finite d^2 value with a red vertical line. + + Returns + ------- + matplotlib.figure.Figure + The created figure. + """ + d2_np = np.asarray(d2.data if isinstance(d2, xr.DataArray) else d2, dtype=float) + + if d2_np.ndim != 1: + raise ValueError("d2 must be a 1D array or DataArray.") + + k = np.arange(d2_np.size) + + finite = np.isfinite(d2_np) + if not np.any(finite): + raise ValueError("No finite d2 values available to plot.") + + kbest = int(np.nanargmin(np.where(finite, d2_np, np.nan))) + + plt.rcParams["font.family"] = "Times New Roman" + plt.rcParams["mathtext.fontset"] = "stix" + + fig, ax = plt.subplots(figsize=(10, 5)) + + ax.plot( + k, + d2_np, + color="blue", + marker="o", + markersize=4, + linewidth=1.2, + label=r"$d^2(k)$", + ) + + if highlight_kbest: + ax.axvline( + kbest, + color="red", + linestyle="--", + linewidth=1.5, + label=rf"$k_{{\mathrm{{best}}}}={kbest}$", + ) + ax.scatter( + [kbest], + [d2_np[kbest]], + color="red", + s=40, + zorder=5, + ) + + if threshold is not None: + ax.axhline( + threshold, + color="gray", + linestyle=":", + linewidth=1.5, + label=rf"Threshold = {threshold:g}", + ) + + if log_scale: + ax.set_yscale("log") + + ax.set_xlabel(xlabel) + ax.set_ylabel(ylabel) + ax.grid(True, alpha=0.3, which="both" if log_scale else "major") + + if title is None: + title = r"Moteki & Kondo Statistical Distance $d^2(k)$" + ax.set_title(title, pad=14) + + ax.legend(loc="best", fontsize=10) + return fig \ No newline at end of file diff --git a/tests/baseline/test_plot_incident_irradiance.png b/tests/baseline/test_plot_incident_irradiance.png index af77157f5dd8e5adfa610cf91f4bff4a68fb884f..8ffa8680b1fff82dcc394da8e6b7e843db0fb699 100644 GIT binary patch literal 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zrR(k{V|gig(FzeKK}wB0cdO_j=&wT2qQzFLTnu$&Y{D~o-Pr{7i*O$T=s>qPwHrrX zd_5+X{a)qd9_vfF4<5(^;ynDZ>uB8KaYR~e!j#Cr?r6|mXBd+LE=?K3w5zL@Pa^8` zJ61<`@~~o*+s^t@ZJ43NSvpKsU5yHh^Auym=!?F<(!c^r^5CN4;$oY$@bGYvTgncC zd@H=R_a9#u-U|1m+X(W6JTpCzL3zu)!r=}&O}J2%rvC|$q!uCe5nk_Yww(6jXKK4{RWe!E?+C3vr4Y)(q9YqI@f%b=HXgY|~k z+uLWqd>KsknE6lf>+y!K!^b@?;9nDv{M*v1#o}6T_O^R( Umbd$N1z(m!Mh!k Date: Wed, 9 Sep 2026 11:17:22 -0400 Subject: [PATCH 2/4] response to co-pilot comments --- pysp2/util/normalized_derivative_method.py | 12 ++++++++---- tests/test_ndm.py | 4 ++-- tests/test_vis.py | 12 ++++++------ 3 files changed, 16 insertions(+), 12 deletions(-) diff --git a/pysp2/util/normalized_derivative_method.py b/pysp2/util/normalized_derivative_method.py index ffd6560..fe4c107 100644 --- a/pysp2/util/normalized_derivative_method.py +++ b/pysp2/util/normalized_derivative_method.py @@ -1482,7 +1482,11 @@ def plot_d2( if d2_np.ndim != 1: raise ValueError("d2 must be a 1D array or DataArray.") - k = np.arange(d2_np.size) + k = ( + np.asarray(d2["k"].values) + if isinstance(d2, xr.DataArray) and "k" in d2.coords + else np.arange(d2_np.size) + ) finite = np.isfinite(d2_np) if not np.any(finite): @@ -1507,14 +1511,14 @@ def plot_d2( if highlight_kbest: ax.axvline( - kbest, + k[kbest], color="red", linestyle="--", linewidth=1.5, - label=rf"$k_{{\mathrm{{best}}}}={kbest}$", + label=rf"$k_{{\mathrm{{best}}}}={k[kbest]}$", ) ax.scatter( - [kbest], + [k[kbest]], [d2_np[kbest]], color="red", s=40, diff --git a/tests/test_ndm.py b/tests/test_ndm.py index 1365bd9..c3f4153 100644 --- a/tests/test_ndm.py +++ b/tests/test_ndm.py @@ -33,8 +33,8 @@ def test_ndm_moteki_kondo(): cfg = MLEConfig( h=0.4, # example: 0.4 microseconds - sigma_bar= (18.5/2.335)*0.4, # example; use your measured average width - delta_sigma=(1.2/2.335)*0.4, # example; use your measured width std dev + sigma_bar= (18.5/ 2.35482 )*0.4, # example; use your measured average width + delta_sigma=(1.2/ 2.35482 )*0.4, # example; use your measured width std dev A1=0.37*2.44, A2=(1.6e-2)*2.44**(1/2), A3=6.2e-4, diff --git a/tests/test_vis.py b/tests/test_vis.py index 3289dd6..8d11f19 100644 --- a/tests/test_vis.py +++ b/tests/test_vis.py @@ -49,8 +49,8 @@ def test_plot_incident_irradiance(): cfg = MLEConfig( h=0.4, # example: 0.4 microseconds - sigma_bar= (18.5/2.335)*0.4, # example; use your measured average width - delta_sigma=(1.2/2.335)*0.4, # example; use your measured width std dev + sigma_bar= (18.5/ 2.35482 )*0.4, # example; use your measured average width + delta_sigma=(1.2/ 2.35482 )*0.4, # example; use your measured width std dev A1=0.37*2.44, A2=(1.6e-2)*2.44**(1/2), A3=6.2e-4, @@ -115,8 +115,8 @@ def test_plot_scattering_cross_section(): # print("dSdt dimensions:", dSdt.dims) cfg = MLEConfig( h=0.4, # example: 0.4 microseconds - sigma_bar= (18.5/2.335)*0.4, # example; use your measured average width - delta_sigma=(1.2/2.335)*0.4, # example; use your measured width std dev + sigma_bar= (18.5/ 2.35482 )*0.4, # example; use your measured average width + delta_sigma=(1.2/ 2.35482 )*0.4, # example; use your measured width std dev A1=0.37*2.44, A2=(1.6e-2)*2.44**(1/2), A3=6.2e-4, @@ -179,8 +179,8 @@ def test_plot_d2(): cfg = MLEConfig( h=0.4, # example: 0.4 microseconds - sigma_bar= (18.5/2.335)*0.4, # example; use your measured average width - delta_sigma=(1.2/2.335)*0.4, # example; use your measured width std dev + sigma_bar= (18.5/ 2.35482 )*0.4, # example; use your measured average width + delta_sigma=(1.2/ 2.35482 )*0.4, # example; use your measured width std dev A1=0.37*2.44, A2=(1.6e-2)*2.44**(1/2), A3=6.2e-4, From b3e5f878879c625da83167a8735f740e6352c569 Mon Sep 17 00:00:00 2001 From: jtgasparik Date: Wed, 9 Sep 2026 11:35:49 -0400 Subject: [PATCH 3/4] added d2 image --- tests/baseline/test_plot_d2.png | Bin 0 -> 40253 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 tests/baseline/test_plot_d2.png diff --git a/tests/baseline/test_plot_d2.png b/tests/baseline/test_plot_d2.png 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