SyntaxError

Example script with invalid Python syntax

"""
Read EM dataset observations & assimilate
===========================================

The notebook illustrate how to read EM sensors dataset to be prepare for DA

*Estimated time to run the notebook = 2min*

"""
import numpy as np
from pyCATHY.DA.cathy_DA import DA
import pandas as pd
import matplotlib.pyplot as plt
from pyCATHY.DA.cathy_DA import DA, dictObs_2pd
from pyCATHY.DA.observations import read_observations, prepare_observations, make_data_cov
from pathlib import Path
import pyvista as pv

---

simuWithDA = DA(
                dirName='./DA_with_swc',
                prj_name='import_SMC',
                notebook=True,
                )

🏁 Initiate CATHY object

SW_2_ER0_DA


    ER_converted_ti, df_Archie, sw_nodes =   Archie.SW_2_ER0_DA(
                                            project_name,
                                            Archie_parms,
                                            POROS_mesh_nodes_ensi,
                                            EM_meta_dict,
                                            path_fwd_CATHY,
                                            DA_cnb=count_DA_cycle,  # kwargs
                                            Ens_nbi=ens_nb,  # kwargs
                                            # savefig=savefig,  # kwargs
                                            noise_level=EM_meta_dict["data_err"],  # kwargs
                                        )
    df_Archie["OL"] = np.ones(len(df_Archie["time"])) * False
    EC_converted_ti_mS_m = (1.0 / ER_converted_ti) * 1000

    print("EC_converted_ti_mS_m stats:")
    print(f"  min = {EC_converted_ti_mS_m.min():.2f} mS/m")
    print(f"  max = {EC_converted_ti_mS_m.max():.2f} mS/m")

    print('Build forward EM model')
    depths, conds, xy_coords = build_forward_profiles(EC_converted_ti_mS_m,
                                                      grid3d['mesh3d_nodes'],
                                                      var="EC")

    from emagpy import Problem
    k = Problem()
    k.setModels(depths,conds)

    print('Forward EM model')
    # dfsFSeq = k.forward(forwardModel='FSeq', coils=coils, noise=5)
    EM_fwd_model_array = k.forward(forwardModel='FSlin',
                         coils=EM_meta_dict["coils"],
                         noise=EM_meta_dict["fwdEMnoise"]
                         )
    # np.shape(dfsFSlin)
    EM_fwd_model_2darray = np.vstack(EM_fwd_model_array)
    EM_fwd_model_1darray = np.hstack(EM_fwd_model_2darray)

Traceback (most recent call last):
  File "/home/runner/work/pycathy_wrapper/pycathy_wrapper/examples/DA/plot_4_EM_DA.py", line 32
    ER_converted_ti, df_Archie, sw_nodes =   Archie.SW_2_ER0_DA(
IndentationError: unexpected indent