From 328b4fcf7db0c66be478b8811a8fd6e766e79957 Mon Sep 17 00:00:00 2001 From: mn3981 Date: Wed, 9 Jul 2025 11:32:11 +0100 Subject: [PATCH 01/15] =?UTF-8?q?=E2=9C=A8=20Add=20Sankey=20diagram=20plot?= =?UTF-8?q?ting=20for=20power=20flow=20visualization?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- process/io/plot_plotly_sankey.py | 282 +++++++++++++++++++++++++++++++ 1 file changed, 282 insertions(+) create mode 100644 process/io/plot_plotly_sankey.py diff --git a/process/io/plot_plotly_sankey.py b/process/io/plot_plotly_sankey.py new file mode 100644 index 0000000000..81821ccfd7 --- /dev/null +++ b/process/io/plot_plotly_sankey.py @@ -0,0 +1,282 @@ +import argparse +import pathlib + +import matplotlib as mpl +import plotly.graph_objects as go + +from process.io.mfile import MFile + +mpl.use("Agg") + + +def main(args=None): + ########################################################### + # Usage + + parser = argparse.ArgumentParser( + description="Program to plot\ + the power flow in PROCESS using a Sankey diagram." + ) + + parser.add_argument("-e", "--end", default="pdf", help="file format, default = pdf") + + parser.add_argument( + "-m", "--mfile", default="MFILE.DAT", help="mfile name, default = MFILE.DAT" + ) + + args = parser.parse_args(args) + + ######################################################### + # main program + + fig = plot_power_balance_sankey(args.mfile) + + # Get directory of mfile + mfile_path = pathlib.Path(args.mfile).resolve() + mfile_dir = mfile_path.parent + output_path = mfile_dir / f"SankeyPowerFlow.{args.end}" + + # Save the Plotly figure as a static image + fig.write_image(str(output_path)) + print(f"Sankey diagram saved to {output_path}") + + +def plot_power_balance_sankey(m_file): + m_file = MFile(m_file) + # Example: Extract values from m_file as in your matplotlib code + # Replace these with actual values from your MFile object + p_fusion_total_mw = m_file.data["p_fusion_total_mw"].get_scan(-1) + p_hcd_injected_total_mw = m_file.data["p_hcd_injected_total_mw"].get_scan(-1) + p_plasma_ohmic_mw = m_file.data["p_plasma_ohmic_mw"].get_scan(-1) + p_alpha_total_mw = m_file.data["p_alpha_total_mw"].get_scan(-1) + p_neutron_total_mw = m_file.data["p_neutron_total_mw"].get_scan(-1) + p_plasma_rad_mw = m_file.data["p_plasma_rad_mw"].get_scan(-1) + p_fw_nuclear_heat_total_mw = m_file.data["p_fw_nuclear_heat_total_mw"].get_scan(-1) + p_fw_rad_total_mw = m_file.data["p_fw_rad_total_mw"].get_scan(-1) + p_fw_alpha_mw = p_alpha_total_mw * (1 - m_file.data["f_alpha_plasma"].get_scan(-1)) + p_fw_heat_deposited_mw = m_file.data["p_fw_blkt_heat_deposited_mw"].get_scan(-1) + p_blkt_nuclear_heat_total_mw = m_file.data["p_blkt_nuclear_heat_total_mw"].get_scan( + -1 + ) + p_blkt_multiplication_mw = m_file.data["p_blkt_multiplication_mw"].get_scan(-1) + p_plant_electric_gross_mw = m_file.data["p_plant_electric_gross_mw"].get_scan(-1) + p_plant_electric_net_mw = m_file.data["p_plant_electric_net_mw"].get_scan(-1) + + # Define node labels (linearized flow) + labels = [ + "0: H&CD injector", + "1: Ohmic", + "2: Plasma Fusion Power", + "3: Alpha particles", + "4: Neutrons", + "5: Radiation", + "6: First Wall", + "7: Blanket", + "8: Divertor", + "9: FW+Blkt", + "10: Primary Thermal", + "11: Turbine", + "12: Gross Electric", + "13: Net Electric", + "14: HCD Electric Power", + "15: HCD electric losses", + "16: Core systems", + "17: Cryo plant", + "18: Base plant load", + "19: TF coils", + "20: PF coils", + "21: Vacuum pumps", + "22: Tritium plant", + "23: Coolant pumps electric", + "24: Coolant pump electric losses", + "25: Divertor pump", + "26: FW+Blkt pumps", + "27: Shield pump", + "28: Shield", + "29: Secondary heat", + "30: TF nuclear heat", + ] + + # Define links (source, target, value) for a more linear flow + sources = [ + 0, # 0: H&CD to Fusion + 1, # 1: Ohmic to Fusion + 2, # 2: Fusion to Alpha + 2, # 3: Fusion to Neutrons + 2, # 4: Fusion to Radiation + 3, # 5: Alpha to First Wall + 4, # 6: Neutrons to Blanket + 5, # 7: Radiation to First Wall + 4, # 8: Neutrons to Divertor + 5, # 9: Radiation to Divertor + 6, # 10: First Wall to FW+Blkt + 7, # 11: Blanket to FW+Blkt + 8, # 12: Divertor to FW+Blkt + 9, # 13: FW+Blkt to Primary Thermal + 10, # 14: Primary Thermal to Turbine + 11, # 15: Turbine to Gross Electric + 12, # 16: Gross Electric to Net Electric + 12, # 17: Gross Electric to HCD Electric Power + 14, # 18: HCD Electric Power to HCD electric losses + 14, # 19: HCD Electric Power to H&CD + 12, # 20: Gross Electric to Core systems + 16, # 21: Core systems to Cryo plant + 16, # 22: Core systems to Base plant load + 16, # 23: Core systems to TF coils + 16, # 24: Core systems to PF coils + 16, # 25: Core systems to Vacuum pumps + 16, # 26: Core systems to Tritium plant + 12, # 27: Gross Electric to Coolant pumps electric + 23, # 28: Coolant pumps electric to Coolant pump electric losses + 23, # 29: Coolant pumps electric to Divertor pump + 23, # 30: Coolant pumps electric to FW+Blkt pumps + 26, # 31: FW+Blkt pumps to FW+Blkt + 25, # 32: Divertor pump to Divertor + 23, # 33: Coolant pumps electric to Shield pump + 27, # 34: Shield pump to Shield + 28, # 35: Shield to primary thermal + 4, # 36: Neutrons to shield + 17, # 37: Cryo plant to secondary heat + 18, # 38: Base plant load to secondary heat + 19, # 39: TF coils to secondary heat + 20, # 40: PF coils to secondary heat + 21, # 41: Vacuum pumps to secondary heat + 22, # 42: Tritium plant to secondary heat + 4, # 43: Neutrons to tf + 30, # 44: TF nuclear heat to secondary heat + 15, # 45: HCD electric losses to secondary heat + 24, # 46: Coolant pumps electric to secondary heat + ] + targets = [ + 2, # 0: H&CD to Fusion + 2, # 1: Ohmic to Fusion + 3, # 2: Fusion to Alpha + 4, # 3: Fusion to Neutrons + 5, # 4: Fusion to Radiation + 6, # 5: Alpha to First Wall + 7, # 6: Neutrons to Blanket + 6, # 7: Radiation to First Wall + 8, # 8: Neutrons to Divertor + 8, # 9: Radiation to Divertor + 9, # 10: First Wall to FW+Blkt + 9, # 11: Blanket to FW+Blkt + 10, # 12: Divertor to FW+Blkt + 10, # 13: FW+Blkt to Primary Thermal + 11, # 14: Primary Thermal to Turbine + 12, # 15: Turbine to Gross Electric + 13, # 16: Gross Electric to Net Electric + 14, # 17: Gross Electric to HCD Electric Power + 15, # 18: HCD Electric Power to HCD electric losses + 0, # 19: HCD Electric Power to H&CD + 16, # 20: Gross Electric to Core systems + 17, # 21: Core systems to Cryo plant + 18, # 22: Core systems to Base plant load + 19, # 23: Core systems to TF coils + 20, # 24: Core systems to PF coils + 21, # 25: Core systems to Vacuum pumps + 22, # 26: Core systems to Tritium plant + 23, # 27: Gross Electric to Coolant pumps electric + 24, # 28: Coolant pumps electric to Coolant pump electric losses + 25, # 29: Coolant pumps electric to Divertor pump + 26, # 30: Coolant pumps electric to FW+Blkt pumps + 9, # 31: FW+Blkt pumps to FW+Blkt + 8, # 32: Divertor pump to Divertor + 27, # 33: Coolant pumps electric to Shield pump + 28, # 34: Shield pump to Shield + 10, # 35: Shield to primary thermal + 28, # 36: Neutrons to shield + 29, # 37: Cryo plant to secondary heat + 29, # 38: Base plant load to secondary heat + 29, # 39: TF coils to secondary heat + 29, # 40: PF coils to secondary heat + 29, # 41: Vacuum pumps to secondary heat + 29, # 42: Tritium plant to secondary heat + 30, # 43: Neutrons to tf + 29, # 44: TF nuclear heat to secondary heat + 29, # 45: HCD electric losses to secondary heat + 29, # 46: Coolant pumps electric to secondary heat + ] + values = [ + p_hcd_injected_total_mw, # 0 + p_plasma_ohmic_mw, # 1 + p_alpha_total_mw, # 2 + p_neutron_total_mw, # 3 + p_plasma_rad_mw, # 4 + p_fw_alpha_mw, # 5 + p_blkt_nuclear_heat_total_mw, # 6 + p_fw_rad_total_mw, # 7 + m_file.data["p_div_nuclear_heat_total_mw"].get_scan(-1), # 8 + m_file.data["p_div_rad_total_mw"].get_scan(-1), # 9 + m_file.data["p_fw_heat_deposited_mw"].get_scan(-1), # 10 + m_file.data["p_blkt_heat_deposited_mw"].get_scan(-1), # 11 + m_file.data["p_div_heat_deposited_mw"].get_scan(-1), # 12 + m_file.data["p_fw_blkt_heat_deposited_mw"].get_scan(-1), # 13 + m_file.data["p_plant_primary_heat_mw"].get_scan(-1), # 14 + m_file.data["p_plant_electric_gross_mw"].get_scan(-1), # 15 + m_file.data["p_plant_electric_net_mw"].get_scan(-1), # 16 + m_file.data["p_hcd_electric_total_mw"].get_scan(-1), # 17 + m_file.data["p_hcd_electric_loss_mw"].get_scan(-1), # 18 + p_hcd_injected_total_mw, # 19 + m_file.data["p_plant_core_systems_elec_mw"].get_scan(-1), # 20 + m_file.data["p_cryo_plant_electric_mw"].get_scan(-1), # 21 + m_file.data["p_plant_electric_base_total_mw"].get_scan(-1), # 22 + m_file.data["p_tf_electric_supplies_mw"].get_scan(-1), # 23 + m_file.data["p_pf_electric_supplies_mw"].get_scan(-1), # 24 + m_file.data["vachtmw"].get_scan(-1), # 25 + m_file.data["p_tritium_plant_electric_mw"].get_scan(-1), # 26 + m_file.data["p_coolant_pump_elec_total_mw"].get_scan(-1), # 27 + m_file.data["p_coolant_pump_loss_total_mw"].get_scan(-1), # 28 + m_file.data["p_div_coolant_pump_mw"].get_scan(-1), # 29 + m_file.data["p_fw_blkt_coolant_pump_mw"].get_scan(-1), # 30 + m_file.data["p_fw_blkt_coolant_pump_mw"].get_scan(-1), # 31 + m_file.data["p_div_coolant_pump_mw"].get_scan(-1), # 32 + m_file.data["p_shld_coolant_pump_mw"].get_scan(-1), # 33 + m_file.data["p_shld_coolant_pump_mw"].get_scan(-1), # 34 + m_file.data["p_shld_heat_deposited_mw"].get_scan(-1), # 35 + m_file.data["p_shld_nuclear_heat_mw"].get_scan(-1), # 36 + m_file.data["p_cryo_plant_electric_mw"].get_scan(-1), # 37 + m_file.data["p_plant_electric_base_total_mw"].get_scan(-1), # 38 + m_file.data["p_tf_electric_supplies_mw"].get_scan(-1), # 39 + m_file.data["p_pf_electric_supplies_mw"].get_scan(-1), # 40 + m_file.data["vachtmw"].get_scan(-1), # 41 + m_file.data["p_tritium_plant_electric_mw"].get_scan(-1), # 42 + m_file.data["p_tf_nuclear_heat_mw"].get_scan(-1), # 43 + m_file.data["p_tf_nuclear_heat_mw"].get_scan(-1), # 44 + m_file.data["p_hcd_electric_loss_mw"].get_scan(-1), # 45 + m_file.data["p_coolant_pump_loss_total_mw"].get_scan(-1), # 46 + ] + # Add value labels to the links + value_labels = [f"{v:.3f} MW" for v in values] + + sankey_dict = { + "type": "sankey", + "node": { + "pad": 15, + "thickness": 20, + "line": {"color": "black", "width": 0.5}, + "label": labels, + }, + "link": { + "source": sources, + "target": targets, + "value": values, + "label": value_labels, + }, + } + fig = go.Figure(data=[sankey_dict]) + + fig.update_layout(title_text="Fusion Power Balance Sankey Diagram", font_size=7) + # Save as interactive HTML file + fig.update_layout( + title_text="Fusion Power Balance Sankey Diagram", + font_size=7, + autosize=True, + ) + html_output_path = pathlib.Path(m_file.filename).with_suffix(".html") + fig.write_html(str(html_output_path)) + print(f"Interactive Sankey diagram saved to {html_output_path}") + return fig + + +if __name__ == "__main__": + main() From 85b26815a0572d7184c935f70af953510afb718c Mon Sep 17 00:00:00 2001 From: mn3981 Date: Wed, 9 Jul 2025 13:45:22 +0100 Subject: [PATCH 02/15] =?UTF-8?q?=F0=9F=8E=A8=20Refactor=20Sankey=20diagra?= =?UTF-8?q?m=20plotting:=20streamline=20data=20extraction,=20enhance=20nod?= =?UTF-8?q?e=20and=20link=20color=20definitions,=20and=20improve=20layout?= =?UTF-8?q?=20settings?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- process/io/plot_plotly_sankey.py | 140 +++++++++++++++++++++++++++---- 1 file changed, 122 insertions(+), 18 deletions(-) diff --git a/process/io/plot_plotly_sankey.py b/process/io/plot_plotly_sankey.py index 81821ccfd7..fe5659a482 100644 --- a/process/io/plot_plotly_sankey.py +++ b/process/io/plot_plotly_sankey.py @@ -43,24 +43,16 @@ def main(args=None): def plot_power_balance_sankey(m_file): m_file = MFile(m_file) - # Example: Extract values from m_file as in your matplotlib code - # Replace these with actual values from your MFile object - p_fusion_total_mw = m_file.data["p_fusion_total_mw"].get_scan(-1) p_hcd_injected_total_mw = m_file.data["p_hcd_injected_total_mw"].get_scan(-1) p_plasma_ohmic_mw = m_file.data["p_plasma_ohmic_mw"].get_scan(-1) p_alpha_total_mw = m_file.data["p_alpha_total_mw"].get_scan(-1) p_neutron_total_mw = m_file.data["p_neutron_total_mw"].get_scan(-1) p_plasma_rad_mw = m_file.data["p_plasma_rad_mw"].get_scan(-1) - p_fw_nuclear_heat_total_mw = m_file.data["p_fw_nuclear_heat_total_mw"].get_scan(-1) p_fw_rad_total_mw = m_file.data["p_fw_rad_total_mw"].get_scan(-1) p_fw_alpha_mw = p_alpha_total_mw * (1 - m_file.data["f_alpha_plasma"].get_scan(-1)) - p_fw_heat_deposited_mw = m_file.data["p_fw_blkt_heat_deposited_mw"].get_scan(-1) p_blkt_nuclear_heat_total_mw = m_file.data["p_blkt_nuclear_heat_total_mw"].get_scan( -1 ) - p_blkt_multiplication_mw = m_file.data["p_blkt_multiplication_mw"].get_scan(-1) - p_plant_electric_gross_mw = m_file.data["p_plant_electric_gross_mw"].get_scan(-1) - p_plant_electric_net_mw = m_file.data["p_plant_electric_net_mw"].get_scan(-1) # Define node labels (linearized flow) labels = [ @@ -83,8 +75,8 @@ def plot_power_balance_sankey(m_file): "16: Core systems", "17: Cryo plant", "18: Base plant load", - "19: TF coils", - "20: PF coils", + "19: TF power supplies", + "20: PF power supplies", "21: Vacuum pumps", "22: Tritium plant", "23: Coolant pumps electric", @@ -95,6 +87,9 @@ def plot_power_balance_sankey(m_file): "28: Shield", "29: Secondary heat", "30: TF nuclear heat", + "31: H&CD & Diagnostics", + "32: Total Secondary Heat", + "33: Turbine Loss", ] # Define links (source, target, value) for a more linear flow @@ -146,6 +141,20 @@ def plot_power_balance_sankey(m_file): 30, # 44: TF nuclear heat to secondary heat 15, # 45: HCD electric losses to secondary heat 24, # 46: Coolant pumps electric to secondary heat + 6, # 47: FW pump to primary heat, Should only show if FW and Bkt pumps are separate + 7, # 48: Blkt pump to primary heat, Should only show if FW and Blkt pumps are separate + 2, # 49 Should show in beams are present + 2, # 50: Should show in beams are present + 4, # 51 Neutrons to CP shield, should only show if CP shield is present + 2, # 52 Plasma separatrix power to divertor + 8, # 53 Divertor secondary heat, + 28, # 54 Shield secondary heat + 4, # 55 Neutron power to H&CD & Diagnostics + 5, # 56: Radiation to H&CD & Diagnostics + 29, # 57: Total Secondary Heat + 31, # 58: H&CD & Diagnostics secondary heat + 11, # 59: Turbine Loss + 4, # 60: FW nuclear heat ] targets = [ 2, # 0: H&CD to Fusion @@ -195,6 +204,20 @@ def plot_power_balance_sankey(m_file): 29, # 44: TF nuclear heat to secondary heat 29, # 45: HCD electric losses to secondary heat 29, # 46: Coolant pumps electric to secondary heat + 9, # 47: FW pump to primary heat, Should only show if FW and Bkt pumps are separate + 9, # 48: Blkt pump to primary heat, Should only show if FW and Blkt pumps are separate + 6, # 49 Should show in beams are present + 6, # 50: Should show in beams are present + 28, # 51 Neutrons to CP shield, should only show if CP shield is present + 8, # 52 Plasma separatrix power to divertor + 29, # 53 Divertor secondary heat, + 29, # 54 Shield secondary heat + 31, # 55 Neutron power to H&CD & Diagnostics + 31, # 56: Radiation to H&CD & Diagnostics + 32, # 57: Total Secondary Heat + 32, # 58: H&CD & Diagnostics secondary heat + 33, # 59: Turbine Loss + 6, # 60: FW nuclear heat ] values = [ p_hcd_injected_total_mw, # 0 @@ -244,34 +267,115 @@ def plot_power_balance_sankey(m_file): m_file.data["p_tf_nuclear_heat_mw"].get_scan(-1), # 44 m_file.data["p_hcd_electric_loss_mw"].get_scan(-1), # 45 m_file.data["p_coolant_pump_loss_total_mw"].get_scan(-1), # 46 + m_file.data["p_fw_coolant_pump_mw"].get_scan( + -1 + ), # 47 Should only show if FW and Bkt pumps are seperate + m_file.data["p_blkt_coolant_pump_mw"].get_scan( + -1 + ), # 48 Should only show if FW and Blkt pumps are seperate + m_file.data["p_beam_shine_through_mw"].get_scan( + -1 + ), # 49 Should show in beams are present + m_file.data["p_beam_orbit_loss_mw"].get_scan( + -1 + ), # 50 Should show in beams are present + m_file.data["p_cp_shield_nuclear_heat_mw"].get_scan( + -1 + ), # 51 Neutrons to CP shield, should only show if CP shield is present + m_file.data["p_plasma_separatrix_mw"].get_scan( + -1 + ), # 52 Plasma separatrix power to divertor + m_file.data["p_div_secondary_heat_mw"].get_scan( + -1 + ), # 53 Divertor secondary heat, + m_file.data["p_shld_secondary_heat_mw"].get_scan( + -1 + ), # 54 Shield secondary heat + m_file.data["p_fw_hcd_nuclear_heat_mw"].get_scan( + -1 + ), # 55 Neutron power to H&CD & Diagnostics + m_file.data["p_fw_hcd_rad_total_mw"].get_scan( + -1 + ), # 56: Radiation to H&CD & Diagnostics + m_file.data["p_plant_secondary_heat_mw"].get_scan( + -1 + ), # 57: Total Secondary Heat + m_file.data["p_hcd_secondary_heat_mw"].get_scan( + -1 + ), # 58: H&CD & Diagnostics secondary heat + m_file.data["p_turbine_loss_mw"].get_scan(-1), # 59: Turbine Loss + m_file.data["p_fw_nuclear_heat_total_mw"].get_scan(-1), # 60: FW nuclear heat ] + + # Define colors for each node (hex or rgba) + node_colors = [ + "#1f77b4", # 0: H&CD injector + "#ff7f0e", # 1: Ohmic + "#2ca02c", # 2: Plasma Fusion Power + "#d62728", # 3: Alpha particles + "#9467bd", # 4: Neutrons + "#8c564b", # 5: Radiation + "#e377c2", # 6: First Wall + "#7f7f7f", # 7: Blanket + "#bcbd22", # 8: Divertor + "#17becf", # 9: FW+Blkt + "#aec7e8", # 10: Primary Thermal + "#ffbb78", # 11: Turbine + "#98df8a", # 12: Gross Electric + "#ff9896", # 13: Net Electric + "#c5b0d5", # 14: HCD Electric Power + "#c49c94", # 15: HCD electric losses + "#f7b6d2", # 16: Core systems + "#c7c7c7", # 17: Cryo plant + "#dbdb8d", # 18: Base plant load + "#9edae5", # 19: TF coils + "#393b79", # 20: PF coils + "#637939", # 21: Vacuum pumps + "#8c6d31", # 22: Tritium plant + "#843c39", # 23: Coolant pumps electric + "#7b4173", # 24: Coolant pump electric losses + "#5254a3", # 25: Divertor pump + "#6b6ecf", # 26: FW+Blkt pumps + "#b5cf6b", # 27: Shield pump + "#cedb9c", # 28: Shield + "#9c9ede", # 29: Secondary heat + "#e7ba52", # 30: TF nuclear heat + "#ad494a", # 31: H&CD & Diagnostics + "#a55194", # 32: Total Secondary Heat + "#393b79", # 33: Turbine Loss + ] + + # Assign link colors to match their source node + link_colors = [node_colors[src] for src in sources] + # Add value labels to the links value_labels = [f"{v:.3f} MW" for v in values] sankey_dict = { "type": "sankey", "node": { - "pad": 15, + "pad": 30, "thickness": 20, "line": {"color": "black", "width": 0.5}, "label": labels, + "color": node_colors, }, "link": { "source": sources, "target": targets, "value": values, "label": value_labels, + "color": link_colors, }, } fig = go.Figure(data=[sankey_dict]) - fig.update_layout(title_text="Fusion Power Balance Sankey Diagram", font_size=7) - # Save as interactive HTML file - fig.update_layout( - title_text="Fusion Power Balance Sankey Diagram", - font_size=7, - autosize=True, - ) + fig.update_layout({ + "title_text": "Fusion Power Balance Sankey Diagram", + "font_size": 7, + "autosize": True, + "margin": {"l": 40, "r": 40, "t": 40, "b": 40}, + }) html_output_path = pathlib.Path(m_file.filename).with_suffix(".html") fig.write_html(str(html_output_path)) print(f"Interactive Sankey diagram saved to {html_output_path}") From 8ccfb677a0d96748047309ee11bc1d7538e1007d Mon Sep 17 00:00:00 2001 From: mn3981 Date: Wed, 9 Jul 2025 15:29:10 +0100 Subject: [PATCH 03/15] =?UTF-8?q?=E2=9C=A8=20Add=20alpha=20particles=20bac?= =?UTF-8?q?k=20to=20plasma=20in=20Sankey=20diagram=20plotting?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- process/io/plot_plotly_sankey.py | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/process/io/plot_plotly_sankey.py b/process/io/plot_plotly_sankey.py index fe5659a482..f5d4bfe9cd 100644 --- a/process/io/plot_plotly_sankey.py +++ b/process/io/plot_plotly_sankey.py @@ -155,6 +155,7 @@ def plot_power_balance_sankey(m_file): 31, # 58: H&CD & Diagnostics secondary heat 11, # 59: Turbine Loss 4, # 60: FW nuclear heat + 3, # 61: Alpha particles back to plasma ] targets = [ 2, # 0: H&CD to Fusion @@ -218,6 +219,7 @@ def plot_power_balance_sankey(m_file): 32, # 58: H&CD & Diagnostics secondary heat 33, # 59: Turbine Loss 6, # 60: FW nuclear heat + 2, # 61: Alpha particles back to plasma ] values = [ p_hcd_injected_total_mw, # 0 @@ -305,6 +307,10 @@ def plot_power_balance_sankey(m_file): ), # 58: H&CD & Diagnostics secondary heat m_file.data["p_turbine_loss_mw"].get_scan(-1), # 59: Turbine Loss m_file.data["p_fw_nuclear_heat_total_mw"].get_scan(-1), # 60: FW nuclear heat + p_alpha_total_mw + * m_file.data["f_alpha_plasma"].get_scan( + -1 + ), # 61: Alpha particles back to plasma ] # Define colors for each node (hex or rgba) From a8a315df066e0b4225a9f12ab47f826b7bb5e1e5 Mon Sep 17 00:00:00 2001 From: mn3981 Date: Tue, 16 Sep 2025 16:24:48 +0100 Subject: [PATCH 04/15] =?UTF-8?q?=E2=9C=A8=20Update=20Sankey=20diagram:=20?= =?UTF-8?q?refine=20alpha=20particle=20calculations=20and=20add=20blanket?= =?UTF-8?q?=20neutron=20multiplication?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- process/io/plot_plotly_sankey.py | 14 +++++++++++--- 1 file changed, 11 insertions(+), 3 deletions(-) diff --git a/process/io/plot_plotly_sankey.py b/process/io/plot_plotly_sankey.py index f5d4bfe9cd..70414967aa 100644 --- a/process/io/plot_plotly_sankey.py +++ b/process/io/plot_plotly_sankey.py @@ -49,7 +49,9 @@ def plot_power_balance_sankey(m_file): p_neutron_total_mw = m_file.data["p_neutron_total_mw"].get_scan(-1) p_plasma_rad_mw = m_file.data["p_plasma_rad_mw"].get_scan(-1) p_fw_rad_total_mw = m_file.data["p_fw_rad_total_mw"].get_scan(-1) - p_fw_alpha_mw = p_alpha_total_mw * (1 - m_file.data["f_alpha_plasma"].get_scan(-1)) + p_fw_alpha_mw = p_alpha_total_mw * ( + 1 - m_file.data["f_p_alpha_plasma_deposited"].get_scan(-1) + ) p_blkt_nuclear_heat_total_mw = m_file.data["p_blkt_nuclear_heat_total_mw"].get_scan( -1 ) @@ -90,6 +92,7 @@ def plot_power_balance_sankey(m_file): "31: H&CD & Diagnostics", "32: Total Secondary Heat", "33: Turbine Loss", + "34: Blanket neutron multiplication", ] # Define links (source, target, value) for a more linear flow @@ -156,6 +159,7 @@ def plot_power_balance_sankey(m_file): 11, # 59: Turbine Loss 4, # 60: FW nuclear heat 3, # 61: Alpha particles back to plasma + 34, # 62: Blanket neutron multiplication ] targets = [ 2, # 0: H&CD to Fusion @@ -220,6 +224,7 @@ def plot_power_balance_sankey(m_file): 33, # 59: Turbine Loss 6, # 60: FW nuclear heat 2, # 61: Alpha particles back to plasma + 7, # 62: Blanket neutron multiplication ] values = [ p_hcd_injected_total_mw, # 0 @@ -228,7 +233,8 @@ def plot_power_balance_sankey(m_file): p_neutron_total_mw, # 3 p_plasma_rad_mw, # 4 p_fw_alpha_mw, # 5 - p_blkt_nuclear_heat_total_mw, # 6 + p_blkt_nuclear_heat_total_mw + - m_file.data["p_blkt_multiplication_mw"].get_scan(-1), # 6 p_fw_rad_total_mw, # 7 m_file.data["p_div_nuclear_heat_total_mw"].get_scan(-1), # 8 m_file.data["p_div_rad_total_mw"].get_scan(-1), # 9 @@ -308,9 +314,10 @@ def plot_power_balance_sankey(m_file): m_file.data["p_turbine_loss_mw"].get_scan(-1), # 59: Turbine Loss m_file.data["p_fw_nuclear_heat_total_mw"].get_scan(-1), # 60: FW nuclear heat p_alpha_total_mw - * m_file.data["f_alpha_plasma"].get_scan( + * m_file.data["f_p_alpha_plasma_deposited"].get_scan( -1 ), # 61: Alpha particles back to plasma + m_file.data["p_blkt_multiplication_mw"].get_scan(-1), ] # Define colors for each node (hex or rgba) @@ -349,6 +356,7 @@ def plot_power_balance_sankey(m_file): "#ad494a", # 31: H&CD & Diagnostics "#a55194", # 32: Total Secondary Heat "#393b79", # 33: Turbine Loss + "#637939", # 34: Blanket neutron multiplication ] # Assign link colors to match their source node From b3d4a4bd5f4c803cac765d1bab40391ab92d4f7f Mon Sep 17 00:00:00 2001 From: mn3981 Date: Tue, 16 Sep 2025 16:30:15 +0100 Subject: [PATCH 05/15] =?UTF-8?q?=E2=9C=A8=20Update=20HTML=20output=20file?= =?UTF-8?q?name=20in=20Sankey=20diagram=20plotting:=20strip=20'MFILE'=20an?= =?UTF-8?q?d=20enhance=20naming=20convention?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- process/io/plot_plotly_sankey.py | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/process/io/plot_plotly_sankey.py b/process/io/plot_plotly_sankey.py index 70414967aa..457630d255 100644 --- a/process/io/plot_plotly_sankey.py +++ b/process/io/plot_plotly_sankey.py @@ -1,5 +1,6 @@ import argparse import pathlib +import re import matplotlib as mpl import plotly.graph_objects as go @@ -390,7 +391,11 @@ def plot_power_balance_sankey(m_file): "autosize": True, "margin": {"l": 40, "r": 40, "t": 40, "b": 40}, }) - html_output_path = pathlib.Path(m_file.filename).with_suffix(".html") + # Strip 'MFILE' from the filename for the HTML output + # Remove the character before "MFILE" and "MFILE" itself from the filename + html_output_path = pathlib.Path( + re.sub(r"(.)?MFILE", r"\1_plotly_sankey", m_file.filename) + ).with_suffix(".html") fig.write_html(str(html_output_path)) print(f"Interactive Sankey diagram saved to {html_output_path}") return fig From 314fc6aca682683e5de2da6231b27355e317c314 Mon Sep 17 00:00:00 2001 From: mn3981 Date: Tue, 16 Sep 2025 16:31:29 +0100 Subject: [PATCH 06/15] =?UTF-8?q?=F0=9F=8E=A8=20Refactor=20node=20labels?= =?UTF-8?q?=20in=20Sankey=20diagram:=20simplify=20formatting=20and=20enhan?= =?UTF-8?q?ce=20readability?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- process/io/plot_plotly_sankey.py | 70 ++++++++++++++++---------------- 1 file changed, 35 insertions(+), 35 deletions(-) diff --git a/process/io/plot_plotly_sankey.py b/process/io/plot_plotly_sankey.py index 457630d255..e91bbcf483 100644 --- a/process/io/plot_plotly_sankey.py +++ b/process/io/plot_plotly_sankey.py @@ -59,41 +59,41 @@ def plot_power_balance_sankey(m_file): # Define node labels (linearized flow) labels = [ - "0: H&CD injector", - "1: Ohmic", - "2: Plasma Fusion Power", - "3: Alpha particles", - "4: Neutrons", - "5: Radiation", - "6: First Wall", - "7: Blanket", - "8: Divertor", - "9: FW+Blkt", - "10: Primary Thermal", - "11: Turbine", - "12: Gross Electric", - "13: Net Electric", - "14: HCD Electric Power", - "15: HCD electric losses", - "16: Core systems", - "17: Cryo plant", - "18: Base plant load", - "19: TF power supplies", - "20: PF power supplies", - "21: Vacuum pumps", - "22: Tritium plant", - "23: Coolant pumps electric", - "24: Coolant pump electric losses", - "25: Divertor pump", - "26: FW+Blkt pumps", - "27: Shield pump", - "28: Shield", - "29: Secondary heat", - "30: TF nuclear heat", - "31: H&CD & Diagnostics", - "32: Total Secondary Heat", - "33: Turbine Loss", - "34: Blanket neutron multiplication", + "H&CD injector", # 0 + "Ohmic", # 1 + "Plasma Fusion Power", # 2 + "Alpha particles", # 3 + "Neutrons", # 4 + "Radiation", # 5 + "First Wall", # 6 + "Blanket", # 7 + "Divertor", # 8 + "FW+Blkt", # 9 + "Primary Thermal", # 10 + "Turbine", # 11 + "Gross Electric", # 12 + "Net Electric", # 13 + "HCD Electric Power", # 14 + "HCD electric losses", # 15 + "Core systems", # 16 + "Cryo plant", # 17 + "Base plant load", # 18 + "TF power supplies", # 19 + "PF power supplies", # 20 + "Vacuum pumps", # 21 + "Tritium plant", # 22 + "Coolant pumps electric", # 23 + "Coolant pump electric losses", # 24 + "Divertor pump", # 25 + "FW+Blkt pumps", # 26 + "Shield pump", # 27 + "Shield", # 28 + "Secondary heat", # 29 + "TF nuclear heat", # 30 + "H&CD & Diagnostics", # 31 + "Total Secondary Heat", # 32 + "Turbine Loss", # 33 + "Blanket neutron multiplication", # 34 ] # Define links (source, target, value) for a more linear flow From 73d1abc707f52266d01355a9367d92ab0f16f08e Mon Sep 17 00:00:00 2001 From: mn3981 Date: Wed, 17 Sep 2025 08:57:33 +0100 Subject: [PATCH 07/15] =?UTF-8?q?=E2=9C=A8=20Update=20Sankey=20diagram=20p?= =?UTF-8?q?lotting:=20replace=20deprecated=20plot=5Fsankey=20with=20plot?= =?UTF-8?q?=5Fplotly=5Fsankey=20for=20improved=20visualization?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- process/main.py | 11 +++++++++-- 1 file changed, 9 insertions(+), 2 deletions(-) diff --git a/process/main.py b/process/main.py index f908542267..ee42ec4c5c 100644 --- a/process/main.py +++ b/process/main.py @@ -73,7 +73,12 @@ from process.hcpb import CCFE_HCPB from process.ife import IFE from process.impurity_radiation import initialise_imprad -from process.io import mfile, plot_proc, plot_radial_build, plot_sankey +from process.io import ( + mfile, + plot_plotly_sankey, + plot_proc, + plot_radial_build, +) from process.io import obsolete_vars as ov # For VaryRun @@ -244,7 +249,9 @@ def post_process(self): if mfile_path.exists(): plot_proc.main(args=["-f", mfile_str]) plot_radial_build.main(args=["-f", mfile_str, "-nm"]) - plot_sankey.main(args=["-m", mfile_str]) + # plot_sankey.main(args=["-m", mfile_str]) + plot_plotly_sankey.main(args=["-m", mfile_str]) + else: logger.error("mfile to be used for plotting doesn't exist") From 221e283217c2cd9f2ce6a8324485588f43406336 Mon Sep 17 00:00:00 2001 From: mn3981 Date: Wed, 17 Sep 2025 09:05:29 +0100 Subject: [PATCH 08/15] :memo: Add interactive Sankey diagram section: introduce usage instructions and example for `plot_plotly_sankey` --- documentation/usage/plotting.md | 18 ++++++++++++++++++ requirements_dev.txt | 1 + setup.py | 1 + 3 files changed, 20 insertions(+) diff --git a/documentation/usage/plotting.md b/documentation/usage/plotting.md index a5f4cd60d7..514a2061ba 100644 --- a/documentation/usage/plotting.md +++ b/documentation/usage/plotting.md @@ -136,3 +136,21 @@ python process/io/plot_radial_build.py -f path/to/MFILE.DAT
Figure 12: Simple radial build plot
+--------------- + +### Interactive Sankey diagram + +`plot_plotly_sankey` is to plot and interactive `.html` Sankey diagram for looking at the plants power balance. It can be run as follows: + +```bash +python process/io/plot_plotly_sankey.py -m path/to/MFILE.DAT +``` + +
+![plotly_sankey_plot](../images/plotly_sankey.png){ width="100%"} +
Figure 13: Interactive HTML Sankey diagram
+
+ + + + diff --git a/requirements_dev.txt b/requirements_dev.txt index c28dcfd49d..48d301f6f1 100644 --- a/requirements_dev.txt +++ b/requirements_dev.txt @@ -12,3 +12,4 @@ pymdown-extensions>=6.3 bokeh>=3.4.0,<4 mkdocstrings==0.18.0 Jinja2>=3.0 +plotly>=5.15.0,<6 diff --git a/setup.py b/setup.py index 9a16ff0312..234ff18a8d 100644 --- a/setup.py +++ b/setup.py @@ -36,6 +36,7 @@ "PyVMCON>=2.3.1,<3.0.0", "CoolProp>=6.4", "matplotlib>=2.1.1", + "plotly>=5.15.0,<6", "seaborn>=0.12.2", "tabulate", ], From 07a2974bcf29171f9a521f8750f032bc25eca745 Mon Sep 17 00:00:00 2001 From: mn3981 Date: Thu, 18 Sep 2025 10:45:27 +0100 Subject: [PATCH 09/15] =?UTF-8?q?=E2=9C=A8=20Add=20kaleido=20dependency=20?= =?UTF-8?q?for=20improved=20image=20export=20in=20development=20requiremen?= =?UTF-8?q?ts?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- requirements_dev.txt | 1 + setup.py | 1 + 2 files changed, 2 insertions(+) diff --git a/requirements_dev.txt b/requirements_dev.txt index 48d301f6f1..1c05204447 100644 --- a/requirements_dev.txt +++ b/requirements_dev.txt @@ -13,3 +13,4 @@ bokeh>=3.4.0,<4 mkdocstrings==0.18.0 Jinja2>=3.0 plotly>=5.15.0,<6 +kaleido==0.2.1 diff --git a/setup.py b/setup.py index 234ff18a8d..6c312eeac9 100644 --- a/setup.py +++ b/setup.py @@ -38,6 +38,7 @@ "matplotlib>=2.1.1", "plotly>=5.15.0,<6", "seaborn>=0.12.2", + "kaleido==0.2.1", "tabulate", ], "extras_require": { From 3e189c5b2b9ab83aa937d405e29f880994e47a26 Mon Sep 17 00:00:00 2001 From: mn3981 Date: Thu, 18 Sep 2025 11:37:38 +0100 Subject: [PATCH 10/15] =?UTF-8?q?=F0=9F=8E=A8=20Refactor=20main=20function?= =?UTF-8?q?:=20remove=20unused=20code=20for=20saving=20Sankey=20diagram=20?= =?UTF-8?q?image?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- process/io/plot_plotly_sankey.py | 11 +---------- requirements_dev.txt | 1 - setup.py | 1 - 3 files changed, 1 insertion(+), 12 deletions(-) diff --git a/process/io/plot_plotly_sankey.py b/process/io/plot_plotly_sankey.py index e91bbcf483..0b7ef17622 100644 --- a/process/io/plot_plotly_sankey.py +++ b/process/io/plot_plotly_sankey.py @@ -30,16 +30,7 @@ def main(args=None): ######################################################### # main program - fig = plot_power_balance_sankey(args.mfile) - - # Get directory of mfile - mfile_path = pathlib.Path(args.mfile).resolve() - mfile_dir = mfile_path.parent - output_path = mfile_dir / f"SankeyPowerFlow.{args.end}" - - # Save the Plotly figure as a static image - fig.write_image(str(output_path)) - print(f"Sankey diagram saved to {output_path}") + plot_power_balance_sankey(args.mfile) def plot_power_balance_sankey(m_file): diff --git a/requirements_dev.txt b/requirements_dev.txt index 1c05204447..48d301f6f1 100644 --- a/requirements_dev.txt +++ b/requirements_dev.txt @@ -13,4 +13,3 @@ bokeh>=3.4.0,<4 mkdocstrings==0.18.0 Jinja2>=3.0 plotly>=5.15.0,<6 -kaleido==0.2.1 diff --git a/setup.py b/setup.py index 6c312eeac9..234ff18a8d 100644 --- a/setup.py +++ b/setup.py @@ -38,7 +38,6 @@ "matplotlib>=2.1.1", "plotly>=5.15.0,<6", "seaborn>=0.12.2", - "kaleido==0.2.1", "tabulate", ], "extras_require": { From a0accdebc94b97821dd8a28d044b2c0e258997d5 Mon Sep 17 00:00:00 2001 From: Timothy Nunn Date: Fri, 19 Sep 2025 15:26:30 +0000 Subject: [PATCH 11/15] Make plotly an optional dependency --- .gitignore | 2 ++ process/io/plot_plotly_sankey.py | 16 +++++++++++++++- setup.py | 2 +- 3 files changed, 18 insertions(+), 2 deletions(-) diff --git a/.gitignore b/.gitignore index 86dd30aa24..51e6de487d 100644 --- a/.gitignore +++ b/.gitignore @@ -63,3 +63,5 @@ quench_data.DAT env-fork *SIG_TF.json !tests/integration/data/large_tokamak_SIG_TF.json +*.html +!documentation/**/*.html diff --git a/process/io/plot_plotly_sankey.py b/process/io/plot_plotly_sankey.py index 0b7ef17622..4035731d61 100644 --- a/process/io/plot_plotly_sankey.py +++ b/process/io/plot_plotly_sankey.py @@ -3,7 +3,13 @@ import re import matplotlib as mpl -import plotly.graph_objects as go + +try: + import plotly.graph_objects as go + + PLOT_SANKEY = True +except ImportError: + PLOT_SANKEY = False from process.io.mfile import MFile @@ -14,6 +20,14 @@ def main(args=None): ########################################################### # Usage + if not PLOT_SANKEY: + print( + "\nPlotly is not installed, unable to create sankey diagram!\n" + "Install plotly by installing the optional 'plotly' dependency " + "e.g. \"pip install -e '.[plotly]'\"" + ) + return + parser = argparse.ArgumentParser( description="Program to plot\ the power flow in PROCESS using a Sankey diagram." diff --git a/setup.py b/setup.py index 234ff18a8d..166f216c18 100644 --- a/setup.py +++ b/setup.py @@ -36,13 +36,13 @@ "PyVMCON>=2.3.1,<3.0.0", "CoolProp>=6.4", "matplotlib>=2.1.1", - "plotly>=5.15.0,<6", "seaborn>=0.12.2", "tabulate", ], "extras_require": { "test": ["pytest>=5.4.1", "requests>=2.30", "testbook>=0.4"], "examples": ["pillow>=5.1.0", "jupyter==1.0.0", "pdf2image==1.16.0"], + "plotly": ["plotly>=5.15.0,<6"], }, "entry_points": {"console_scripts": ["process=process.main:main"]}, "extra_link_args": EXTRA_ARGS, From 214e4ff20d38db96af8eeb69ff63787c6a89df2f Mon Sep 17 00:00:00 2001 From: Christopher Ashe <91618944+chris-ashe@users.noreply.github.com> Date: Tue, 23 Sep 2025 13:23:53 +0100 Subject: [PATCH 12/15] Update documentation/usage/plotting.md Co-authored-by: Timothy <75321887+timothy-nunn@users.noreply.github.com> --- documentation/usage/plotting.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/documentation/usage/plotting.md b/documentation/usage/plotting.md index 514a2061ba..3df621bd62 100644 --- a/documentation/usage/plotting.md +++ b/documentation/usage/plotting.md @@ -140,7 +140,7 @@ python process/io/plot_radial_build.py -f path/to/MFILE.DAT ### Interactive Sankey diagram -`plot_plotly_sankey` is to plot and interactive `.html` Sankey diagram for looking at the plants power balance. It can be run as follows: +`plot_plotly_sankey` is to plot an interactive `.html` Sankey diagram for looking at the plants power balance. It can be run as follows: ```bash python process/io/plot_plotly_sankey.py -m path/to/MFILE.DAT From 4ea2f190c4543ccc5f7499fa1d363e352b53a0c1 Mon Sep 17 00:00:00 2001 From: Christopher Ashe <91618944+chris-ashe@users.noreply.github.com> Date: Tue, 23 Sep 2025 13:24:11 +0100 Subject: [PATCH 13/15] Update requirements_dev.txt Co-authored-by: Timothy <75321887+timothy-nunn@users.noreply.github.com> --- requirements_dev.txt | 1 - 1 file changed, 1 deletion(-) diff --git a/requirements_dev.txt b/requirements_dev.txt index 48d301f6f1..c28dcfd49d 100644 --- a/requirements_dev.txt +++ b/requirements_dev.txt @@ -12,4 +12,3 @@ pymdown-extensions>=6.3 bokeh>=3.4.0,<4 mkdocstrings==0.18.0 Jinja2>=3.0 -plotly>=5.15.0,<6 From cfc801247ce7543d3f2653d5905d2ace47ebd2a8 Mon Sep 17 00:00:00 2001 From: Christopher Ashe <91618944+chris-ashe@users.noreply.github.com> Date: Tue, 23 Sep 2025 13:31:18 +0100 Subject: [PATCH 14/15] Update process/main.py Co-authored-by: Timothy 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z%N97$Wtes{RtT|%HHw&Tc951JGAqjSkfFh#{wlsnNf%h>0`vOGr5rA2;5Sn2X`(yY zx3X6#GYZ5|ErOMn|&Ji_Q^CjUwcNU$0*mG_)SsUM^M&P|3cVwYaWycK76ZW>~&#Kqb-4FN(YZ7@gd8kf`RO9K3{ znQ812A8(wMZv==_6MIWvJGf3^I;bcOKNS@zAW{jXU6CSNLVh}LAP^xe_$j#^A!p#~ zFTecH-!2<*{mqj5hE zv?l@~DK9I7o!z%zs!`rI!T{c$Pd$3tep6^d1})abEFxe}@Pb*#F>c=KF3_KHNA~7YZ6+NN;}izr^`XVB<+**6klW)baR* znMDtSBE`E)w*_lj Date: Tue, 23 Sep 2025 14:45:59 +0100 Subject: [PATCH 15/15] Update process/io/plot_plotly_sankey.py Co-authored-by: Timothy <75321887+timothy-nunn@users.noreply.github.com> --- process/io/plot_plotly_sankey.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/process/io/plot_plotly_sankey.py b/process/io/plot_plotly_sankey.py index 4035731d61..f960d03e89 100644 --- a/process/io/plot_plotly_sankey.py +++ b/process/io/plot_plotly_sankey.py @@ -399,7 +399,7 @@ def plot_power_balance_sankey(m_file): # Strip 'MFILE' from the filename for the HTML output # Remove the character before "MFILE" and "MFILE" itself from the filename html_output_path = pathlib.Path( - re.sub(r"(.)?MFILE", r"\1_plotly_sankey", m_file.filename) + re.sub(r"(.)?[ \.\_]?MFILE", r"\1_plotly_sankey", m_file.filename) ).with_suffix(".html") fig.write_html(str(html_output_path)) print(f"Interactive Sankey diagram saved to {html_output_path}")