Repository: caracal-pipeline/caracal (language: python)

Issue:
Replace current selfcal gain plotter with cubical gain plotter
Running the `cubical` gain plotter:

`plot-gain-solutions -o de_solutions_bp_D1_ap -B --dir 1 --nrow 6 --ncol 10 --diag ap g_phase-dE-field_0-ddid_None.parmdb`

```
import stimela

INPUT = 'input'
OUTPUT = 'output'
MSDIR = 'msdir'

TABLE = 'g_phase-dE-field_0-ddid_None.parmdb'

stimela.register_globals()

recipe = stimela.Recipe('Plot Gain Solutions', ms_dir=MSDIR, JOB_TYPE="singularity")

recipe.add('cab/cubical_pgs', 'plot_gains',
        {
            "files" :   "%s:output" % TABLE,
            "output-name" :  TABLE.rsplit('.', 1)[0],
            "dir" :   1,
            "bandpass" :   true,
            "diag"  :   "ap",
            "nrow" :   6,
            "ncol" :   10,
        },
            input=INPUT,
            output=OUTPUT,
            label='plot_gains:: Cubical')

recipe.run()
```


![187625052-04cdce34-5b51-4407-b84e-cf00e970aa1d](https://github.com/user-attachments/assets/54659f60-e3bf-493c-ad79-ad1501551dfe)



Discussion / hints:

Fix patch:
diff --git a/caracal/schema/selfcal_schema.yml b/caracal/schema/selfcal_schema.yml
index 246ab267..35f5b6d7 100644
--- a/caracal/schema/selfcal_schema.yml
+++ b/caracal/schema/selfcal_schema.yml
@@ -356,27 +356,37 @@ mapping:
             type: str
             required: false
             example: ''
-          ragavi_plot:
+          gain_plot:
             type: map
-            desc: Use ragavi to plot diagnostic plots for self-calibration.
+            desc: Use cubical gain-plotter to plot diagnostic plots for self-calibration.
             mapping:
               enable:
                 type: bool
-                desc: Enable the plotting of diagnostics, using ragavi.
+                desc: Enable the plotting of diagnostics, using gain-plotter.
                 required: false
                 example: 'False'
-              gaintype:
-                seq:
-                - type: str
-                desc: List of gain solution types. Options are 'F' (flux-calibration solutions), 'B' (bandpass-calibration solutions), 'K' (delay-calibration solutions), 'G' (gain-calibration solutions), and 'D' (D-Jones leakage-calibration solutions).
+              diag:
+                desc: Plot diagonal elements as real/imag or amp/phase.
+                type: str
+                required: false
+                example: 'ap'
+                enum: ["ri", "ap", "none"]
+              off_diag:
+                desc: Also plot off-diagonal elements as real/imag or amp/phase.
+                type: str
+                required: false
+                example: 'none'
+                enum: ["ri", "ap", "none"]
+              nrow:
+                desc: Number of plot rows.
+                type: int
                 required: false
-                example: 'G'
-              field:
-                seq:
-                - type: int
-                desc: Fields to plot. Specify by field ID.
+                example: '6'
+              ncol:
+                desc: Number of plot columns.
+                type: int
                 required: false
-                example: '0'
+                example: '12'
       cal_meqtrees:
         desc: Parameters that only apply when using MeqTrees for the calibration.
         type: map
diff --git a/caracal/workers/prep_worker.py b/caracal/workers/prep_worker.py
index e9bf547f..afce7b75 100644
--- a/caracal/workers/prep_worker.py
+++ b/caracal/workers/prep_worker.py
@@ -35,7 +35,7 @@ def getfield_coords(info, field, db, tol=2.9E-3, tol_diff=4.8481E-6):
     firade[0] = np.mod(firade[0], 2 * np.pi)
     dbcp = db.db
     caracal.log.info("Checking for crossmatch")
-    caracal.log.info("Database keys:", dbcp.keys())
+    caracal.log.info(f"Database keys: {dbcp.keys()}")
     for key in dbcp.keys():
         carade = [dbcp[key]['ra'], dbcp[key]['decl']]
         if closeby(carade, firade, tol=tol):
diff --git a/caracal/workers/selfcal_worker.py b/caracal/workers/selfcal_worker.py
index aa4745db..2c1b97d2 100644
--- a/caracal/workers/selfcal_worker.py
+++ b/caracal/workers/selfcal_worker.py
@@ -2159,44 +2159,46 @@ def aimfast_compare_online_catalog(field):
             recipe.run()
             recipe.jobs = []
 
-    def ragavi_plotting_cubical_tables():
+    def plotting_cubical_tables():
         """Plot self-cal gain tables"""
 
-        B_tables = glob.glob('{0:s}/{1:s}/{2:s}/{3:s}'.format(pipeline.output,
-                                                              get_dir_path(pipeline.continuum, pipeline), 'selfcal_products', 'g-gains*B.casa'))
-        if len(B_tables) > 1:
-            step = 'plot-btab'
-
-            gain_table_name = [table.split('output/')[-1] for table in B_tables]  # This probably needs changing?
-            recipe.add('cab/ragavi', step,
-                       {
-                           "table": [tab + ":output" for tab in gain_table_name],
-                           "gaintype": config['cal_cubical']['ragavi_plot']['gaintype'],
-                           "field": config['cal_cubical']['ragavi_plot']['field'],
-                           "htmlname": '{0:s}/{1:s}/{2:s}_self-cal_G_gain_plots'.format(get_dir_path(pipeline.diagnostic_plots,
-                                                                                                     pipeline), 'selfcal', prefix)
-                       },
-                       input=pipeline.input,
-                       output=pipeline.output,
-                       label='{0:s}:: Plot gaincal phase : {1:s}'.format(step, ' '.join(B_tables)))
-
-        D_tables = glob.glob('{0:s}/{1:s}/{2:s}/{3:s}'.format(pipeline.output,
-                                                              get_dir_path(pipeline.continuum, pipeline), 'selfcal_products', 'g-gains*D.casa'))
-        if len(D_tables) > 1:
-            step = 'plot_dtab'
+        step = 'plot-solutions'
+        gain_tables = glob.glob('{0:s}/{1:s}/{2:s}/{3:s}'.format(pipeline.output,
+                                                                 get_dir_path(pipeline.continuum, pipeline),
+                                                                 'selfcal_products', f'{pipeline.prefix}*.parmdb'))
+        #'mkat_deep2-g-amp-phase-diag-gains-2-1491291289.1ghz.1.1ghz.4hrs-DEEP_2-corr.parmdb'
+        for gt in gain_tables:
+            if any(key in gt for key in ['g-delay', 'g-amp', 'g-phase']):
+
+                gain_table_name =  gt.split(pipeline.output)[-1]
+                outname = gain_table_name.rsplit('.', 1)[0]
+                recipe.add('cab/cubical_pgs', step,
+                           {
+                               "files": f"{gain_table_name}:output",
+                                "output-name": outname + '-B.png',
+                                "bandpass": True,
+                                "diag": config['cal_cubical']['gain_plot']['diag'],
+                                "off-diag": config['cal_cubical']['gain_plot']['diag'],
+                                "nrow": config['cal_cubical']['gain_plot']['nrow'],
+                                "ncol": config['cal_cubical']['gain_plot']['ncol'],
+                           },
+                           input=pipeline.input,
+                           output=pipeline.output,
+                           label='{0:s}:: Plot gaincal phase : {1:s}'.format(step, gain_table_name))
 
-            gain_table_name = [table.split(pipeline.output)[-1] for table in D_tables]
-            recipe.add('cab/ragavi', step,
-                       {
-                           "table": [tab + ":output" for tab in gain_table_name],
-                           "gaintype": config['cal_cubical']['ragavi_plot']['gaintype'],
-                           "field": config['cal_cubical']['ragavi_plot']['field'],
-                           "htmlname": '{0:s}/{1:s}/{2:s}_self-cal_D_gain_plots'.format(get_dir_path(pipeline.diagnostic_plots,
-                                                                                                     pipeline), 'selfcal', prefix)
-                       },
-                       input=pipeline.input,
-                       output=pipeline.output,
-                       label='{0:s}:: Plot gain tables : {1:s}'.format(step, ' '.join(D_tables)))
+                recipe.add('cab/cubical_pgs', step,
+                           {
+                               "files": f"{gain_table_name}:output",
+                                "output-name": outname + '-G.png',
+                                "gain": True,
+                                "diag": config['cal_cubical']['gain_plot']['diag'],
+                                "off-diag": config['cal_cubical']['gain_plot']['diag'],
+                                "nrow": config['cal_cubical']['gain_plot']['nrow'],
+                                "ncol": config['cal_cubical']['gain_plot']['ncol'],
+                           },
+                           input=pipeline.input,
+                           output=pipeline.output,
+                           label='{0:s}:: Plot gaincal phase : {1:s}'.format(step, gain_table_name))
 
     # decide which tool to use for calibration
     calwith = config['calibrate_with'].lower()
@@ -2375,8 +2377,8 @@ def ragavi_plotting_cubical_tables():
                 os.remove(plot)
 
         if pipeline.enable_task(config, 'calibrate'):
-            if config['cal_cubical']['ragavi_plot']['enable']:
-                ragavi_plotting_cubical_tables()
+            if config['cal_cubical']['gain_plot']['enable']:
+                plotting_cubical_tables()
 
         if pipeline.enable_task(config, 'restore_model'):
             if config['restore_model']['model']:
diff --git a/poetry.lock b/poetry.lock
index 5af86742..c94bc647 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand.
 
 [[package]]
 name = "alabaster"
@@ -91,32 +91,32 @@ test = ["matplotlib", "pytest-astropy", "pytest-dependency", "pytest-rerunfailur
 
 [[package]]
 name = "attrs"
-version = "23.2.0"
+version = "24.2.0"
 description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "attrs-23.2.0-py3-none-any.whl", hash = "sha256:99b87a485a5820b23b879f04c2305b44b951b502fd64be915879d77a7e8fc6f1"},
-    {file = "attrs-23.2.0.tar.gz", hash = "sha256:935dc3b529c262f6cf76e50877d35a4bd3c1de194fd41f47a2b7ae8f19971f30"},
+    {file = "attrs-24.2.0-py3-none-any.whl", hash = "sha256:81921eb96de3191c8258c199618104dd27ac608d9366f5e35d011eae1867ede2"},
+    {file = "attrs-24.2.0.tar.gz", hash = "sha256:5cfb1b9148b5b086569baec03f20d7b6bf3bcacc9a42bebf87ffaaca362f6346"},
 ]
 
 [package.extras]
-cov = ["attrs[tests]", "coverage[toml] (>=5.3)"]
-dev = ["attrs[tests]", "pre-commit"]
-docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"]
-tests = ["attrs[tests-no-zope]", "zope-interface"]
-tests-mypy = ["mypy (>=1.6)", "pytest-mypy-plugins"]
-tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist[psutil]"]
+benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
+tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
 
 [[package]]
 name = "babel"
-version = "2.15.0"
+version = "2.16.0"
 description = "Internationalization utilities"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "Babel-2.15.0-py3-none-any.whl", hash = "sha256:08706bdad8d0a3413266ab61bd6c34d0c28d6e1e7badf40a2cebe67644e2e1fb"},
-    {file = "babel-2.15.0.tar.gz", hash = "sha256:8daf0e265d05768bc6c7a314cf1321e9a123afc328cc635c18622a2f30a04413"},
+    {file = "babel-2.16.0-py3-none-any.whl", hash = "sha256:368b5b98b37c06b7daf6696391c3240c938b37767d4584413e8438c5c435fa8b"},
+    {file = "babel-2.16.0.tar.gz", hash = "sha256:d1f3554ca26605fe173f3de0c65f750f5a42f924499bf134de6423582298e316"},
 ]
 
 [package.dependencies]
@@ -181,74 +181,89 @@ css = ["tinycss2 (>=1.1.0,<1.3)"]
 
 [[package]]
 name = "certifi"
-version = "2024.7.4"
+version = "2024.8.30"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "certifi-2024.7.4-py3-none-any.whl", hash = "sha256:c198e21b1289c2ab85ee4e67bb4b4ef3ead0892059901a8d5b622f24a1101e90"},
-    {file = "certifi-2024.7.4.tar.gz", hash = "sha256:5a1e7645bc0ec61a09e26c36f6106dd4cf40c6db3a1fb6352b0244e7fb057c7b"},
+    {file = "certifi-2024.8.30-py3-none-any.whl", hash = "sha256:922820b53db7a7257ffbda3f597266d435245903d80737e34f8a45ff3e3230d8"},
+    {file = "certifi-2024.8.30.tar.gz", hash = "sha256:bec941d2aa8195e248a60b31ff9f0558284cf01a52591ceda73ea9afffd69fd9"},
 ]
 
 [[package]]
 name = "cffi"
-version = "1.16.0"
+version = "1.17.1"
 description = "Foreign Function Interface for Python calling C code."
 optional = false
 python-versions = ">=3.8"
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 [package.dependencies]
@@ -256,101 +271,116 @@ pycparser = "*"
 
 [[package]]
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 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
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 [package.dependencies]
@@ -543,7 +511,7 @@ nox = ["nox"]
 pep8test = ["check-sdist", "click", "mypy", "ruff"]
 sdist = ["build"]
 ssh = ["bcrypt (>=3.1.5)"]
-test = ["certifi", "cryptography-vectors (==43.0.0)", "pretend", "pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-xdist"]
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 test-randomorder = ["pytest-randomly"]
 
 [[package]]
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 ]
 
 [package.extras]
@@ -756,15 +730,18 @@ lxml = ["lxml"]
 
 [[package]]
 name = "idna"
-version = "3.7"
+version = "3.10"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.6"
 files = [
-    {file = "idna-3.7-py3-none-any.whl", hash = "sha256:82fee1fc78add43492d3a1898bfa6d8a904cc97d8427f683ed8e798d07761aa0"},
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+    {file = "idna-3.10-py3-none-any.whl", hash = "sha256:946d195a0d259cbba61165e88e65941f16e9b36ea6ddb97f00452bae8b1287d3"},
+    {file = "idna-3.10.tar.gz", hash = "sha256:12f65c9b470abda6dc35cf8e63cc574b1c52b11df2c86030af0ac09b01b13ea9"},
 ]
 
+[package.extras]
+all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"]
+
 [[package]]
 name = "imagesize"
 version = "1.4.1"
@@ -778,40 +755,48 @@ files = [
 
 [[package]]
 name = "importlib-metadata"
-version = "8.0.0"
+version = "8.5.0"
 description = "Read metadata from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "importlib_metadata-8.0.0-py3-none-any.whl", hash = "sha256:15584cf2b1bf449d98ff8a6ff1abef57bf20f3ac6454f431736cd3e660921b2f"},
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+    {file = "importlib_metadata-8.5.0-py3-none-any.whl", hash = "sha256:45e54197d28b7a7f1559e60b95e7c567032b602131fbd588f1497f47880aa68b"},
+    {file = "importlib_metadata-8.5.0.tar.gz", hash = "sha256:71522656f0abace1d072b9e5481a48f07c138e00f079c38c8f883823f9c26bd7"},
 ]
 
 [package.dependencies]
-zipp = ">=0.5"
+zipp = ">=3.20"
 
 [package.extras]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+cover = ["pytest-cov"]
 doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+enabler = ["pytest-enabler (>=2.2)"]
 perf = ["ipython"]
-test = ["flufl.flake8", "importlib-resources (>=1.3)", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-perf (>=0.9.2)", "pytest-ruff (>=0.2.1)"]
+test = ["flufl.flake8", "importlib-resources (>=1.3)", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"]
+type = ["pytest-mypy"]
 
 [[package]]
 name = "importlib-resources"
-version = "6.4.0"
+version = "6.4.5"
 description = "Read resources from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "importlib_resources-6.4.5-py3-none-any.whl", hash = "sha256:ac29d5f956f01d5e4bb63102a5a19957f1b9175e45649977264a1416783bb717"},
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 ]
 
 [package.dependencies]
 zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["jaraco.test (>=5.4)", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)", "zipp (>=3.17)"]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+cover = ["pytest-cov"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+enabler = ["pytest-enabler (>=2.2)"]
+test = ["jaraco.test (>=5.4)", "pytest (>=6,!=8.1.*)", "zipp (>=3.17)"]
+type = ["pytest-mypy"]
 
 [[package]]
 name = "iniconfig"
@@ -844,39 +829,43 @@ testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-ena
 
 [[package]]
 name = "jaraco-context"
-version = "5.3.0"
+version = "6.0.1"
 description = "Useful decorators and context managers"
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "jaraco.context-5.3.0-py3-none-any.whl", hash = "sha256:3e16388f7da43d384a1a7cd3452e72e14732ac9fe459678773a3608a812bf266"},
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+    {file = "jaraco_context-6.0.1.tar.gz", hash = "sha256:9bae4ea555cf0b14938dc0aee7c9f32ed303aa20a3b73e7dc80111628792d1b3"},
 ]
 
 [package.dependencies]
 "backports.tarfile" = {version = "*", markers = "python_version < \"3.12\""}
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["portend", "pytest (>=6,!=8.1.1)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+test = ["portend", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
 
 [[package]]
 name = "jaraco-functools"
-version = "4.0.1"
+version = "4.1.0"
 description = "Functools like those found in stdlib"
 optional = true
 python-versions = ">=3.8"
 files = [
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+    {file = "jaraco_functools-4.1.0.tar.gz", hash = "sha256:70f7e0e2ae076498e212562325e805204fc092d7b4c17e0e86c959e249701a9d"},
 ]
 
 [package.dependencies]
 more-itertools = "*"
 
 [package.extras]
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+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+cover = ["pytest-cov"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+enabler = ["pytest-enabler (>=2.2)"]
+test = ["jaraco.classes", "pytest (>=6,!=8.1.*)"]
+type = ["pytest-mypy"]
 
 [[package]]
 name = "jeepney"
@@ -950,13 +939,13 @@ referencing = ">=0.31.0"
 
 [[package]]
 name = "jupyter-client"
-version = "8.6.2"
+version = "8.6.3"
 description = "Jupyter protocol implementation and client libraries"
 optional = false
 python-versions = ">=3.8"
 files = [
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+    {file = "jupyter_client-8.6.3.tar.gz", hash = "sha256:35b3a0947c4a6e9d589eb97d7d4cd5e90f910ee73101611f01283732bd6d9419"},
 ]
 
 [package.dependencies]
@@ -1004,13 +993,13 @@ files = [
 
 [[package]]
 name = "keyring"
-version = "25.2.1"
+version = "25.5.0"
 description = "Store and access your passwords safely."
 optional = true
 python-versions = ">=3.8"
 files = [
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+    {file = "keyring-25.5.0.tar.gz", hash = "sha256:4c753b3ec91717fe713c4edd522d625889d8973a349b0e582622f49766de58e6"},
 ]
 
 [package.dependencies]
@@ -1024,121 +1013,135 @@ pywin32-ctypes = {version = ">=0.2.0", markers = "sys_platform == \"win32\""}
 SecretStorage = {version = ">=3.2", markers = "sys_platform == \"linux\""}
 
 [package.extras]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
 completion = ["shtab (>=1.1.0)"]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
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+cover = ["pytest-cov"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+enabler = ["pytest-enabler (>=2.2)"]
+test = ["pyfakefs", "pytest (>=6,!=8.1.*)"]
+type = ["pygobject-stubs", "pytest-mypy", "shtab", "types-pywin32"]
 
 [[package]]
 name = "kiwisolver"
-version = "1.4.5"
+version = "1.4.7"
 description = "A fast implementation of the Cassowary constraint solver"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 [[package]]
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+type = ["mypy (>=1.11.2)"]
 
 [[package]]
 name = "pluggy"
@@ -1769,13 +1772,13 @@ python-dateutil = ">=2.8.0"
 
 [[package]]
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 [package.dependencies]
@@ -1855,24 +1858,24 @@ tests = ["flake8", "loguru", "pytest", "pytest-asyncio", "pytest-cov", "pytest-m
 
 [[package]]
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 [package.dependencies]
@@ -1880,42 +1883,46 @@ astropy = ">=4.1"
 requests = "*"
 
 [package.extras]
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 docs = ["sphinx-astropy"]
 test = ["pytest-astropy", "pytest-doctestplus (>=0.13)", "requests-mock"]
 
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 [package.dependencies]
@@ -2159,110 +2187,114 @@ use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
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+    {file = "scipy-1.10.1.tar.gz", hash = "sha256:2cf9dfb80a7b4589ba4c40ce7588986d6d5cebc5457cad2c2880f6bc2d42f3a5"},
 ]
 
 [package.dependencies]
-numpy = ">=1.18.5,<1.26.0"
+numpy = ">=1.19.5,<1.27.0"
 
 [package.extras]
-dev = ["flake8", "mypy", "pycodestyle", "typing_extensions"]
-doc = ["matplotlib (>2)", "numpydoc", "pydata-sphinx-theme (==0.9.0)", "sphinx (!=4.1.0)", "sphinx-panels (>=0.5.2)", "sphinx-tabs"]
-test = ["asv", "gmpy2", "mpmath", "pytest", "pytest-cov", "pytest-xdist", "scikit-umfpack", "threadpoolctl"]
+dev = ["click", "doit (>=0.36.0)", "flake8", "mypy", "pycodestyle", "pydevtool", "rich-click", "typing_extensions"]
+doc = ["matplotlib (>2)", "numpydoc", "pydata-sphinx-theme (==0.9.0)", "sphinx (!=4.1.0)", "sphinx-design (>=0.2.0)"]
+test = ["asv", "gmpy2", "mpmath", "pooch", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "scikit-umfpack", "threadpoolctl"]
 
 [[package]]
 name = "secretstorage"
@@ -2435,13 +2467,13 @@ files = [
 
 [[package]]
 name = "soupsieve"
-version = "2.5"
+version = "2.6"
 description = "A modern CSS selector implementation for Beautiful Soup."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "soupsieve-2.5-py3-none-any.whl", hash = "sha256:eaa337ff55a1579b6549dc679565eac1e3d000563bcb1c8ab0d0fefbc0c2cdc7"},
-    {file = "soupsieve-2.5.tar.gz", hash = "sha256:5663d5a7b3bfaeee0bc4372e7fc48f9cff4940b3eec54a6451cc5299f1097690"},
+    {file = "soupsieve-2.6-py3-none-any.whl", hash = "sha256:e72c4ff06e4fb6e4b5a9f0f55fe6e81514581fca1515028625d0f299c602ccc9"},
+    {file = "soupsieve-2.6.tar.gz", hash = "sha256:e2e68417777af359ec65daac1057404a3c8a5455bb8abc36f1a9866ab1a51abb"},
 ]
 
 [[package]]
@@ -2622,13 +2654,13 @@ scabha = "0.3.2"
 
 [[package]]
 name = "tinycss2"
-version = "1.3.0"
+version = "1.4.0"
 description = "A tiny CSS parser"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "tinycss2-1.3.0-py3-none-any.whl", hash = "sha256:54a8dbdffb334d536851be0226030e9505965bb2f30f21a4a82c55fb2a80fae7"},
-    {file = "tinycss2-1.3.0.tar.gz", hash = "sha256:152f9acabd296a8375fbca5b84c961ff95971fcfc32e79550c8df8e29118c54d"},
+    {file = "tinycss2-1.4.0-py3-none-any.whl", hash = "sha256:3a49cf47b7675da0b15d0c6e1df8df4ebd96e9394bb905a5775adb0d884c5289"},
+    {file = "tinycss2-1.4.0.tar.gz", hash = "sha256:10c0972f6fc0fbee87c3edb76549357415e94548c1ae10ebccdea16fb404a9b7"},
 ]
 
 [package.dependencies]
@@ -2640,13 +2672,13 @@ test = ["pytest", "ruff"]
 
 [[package]]
 name = "tomli"
-version = "2.0.1"
+version = "2.0.2"
 description = "A lil' TOML parser"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "tomli-2.0.1-py3-none-any.whl", hash = "sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc"},
-    {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"},
+    {file = "tomli-2.0.2-py3-none-any.whl", hash = "sha256:2ebe24485c53d303f690b0ec092806a085f07af5a5aa1464f3931eec36caaa38"},
+    {file = "tomli-2.0.2.tar.gz", hash = "sha256:d46d457a85337051c36524bc5349dd91b1877838e2979ac5ced3e710ed8a60ed"},
 ]
 
 [[package]]
@@ -2686,13 +2718,13 @@ test = ["argcomplete (>=3.0.3)", "mypy (>=1.7.0)", "pre-commit", "pytest (>=7.0,
 
 [[package]]
 name = "urllib3"
-version = "2.2.2"
+version = "2.2.3"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "urllib3-2.2.2-py3-none-any.whl", hash = "sha256:a448b2f64d686155468037e1ace9f2d2199776e17f0a46610480d311f73e3472"},
-    {file = "urllib3-2.2.2.tar.gz", hash = "sha256:dd505485549a7a552833da5e6063639d0d177c04f23bc3864e41e5dc5f612168"},
+    {file = "urllib3-2.2.3-py3-none-any.whl", hash = "sha256:ca899ca043dcb1bafa3e262d73aa25c465bfb49e0bd9dd5d59f1d0acba2f8fac"},
+    {file = "urllib3-2.2.3.tar.gz", hash = "sha256:e7d814a81dad81e6caf2ec9fdedb284ecc9c73076b62654547cc64ccdcae26e9"},
 ]
 
 [package.extras]
@@ -2714,18 +2746,22 @@ files = [
 
 [[package]]
 name = "zipp"
-version = "3.19.2"
+version = "3.20.2"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "zipp-3.19.2-py3-none-any.whl", hash = "sha256:f091755f667055f2d02b32c53771a7a6c8b47e1fdbc4b72a8b9072b3eef8015c"},
-    {file = "zipp-3.19.2.tar.gz", hash = "sha256:bf1dcf6450f873a13e952a29504887c89e6de7506209e5b1bcc3460135d4de19"},
+    {file = "zipp-3.20.2-py3-none-any.whl", hash = "sha256:a817ac80d6cf4b23bf7f2828b7cabf326f15a001bea8b1f9b49631780ba28350"},
+    {file = "zipp-3.20.2.tar.gz", hash = "sha256:bc9eb26f4506fda01b81bcde0ca78103b6e62f991b381fec825435c836edbc29"},
 ]
 
 [package.extras]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+cover = ["pytest-cov"]
 doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
+enabler = ["pytest-enabler (>=2.2)"]
+test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
+type = ["pytest-mypy"]
 
 [extras]
 all = ["astropy", "astroquery", "regions", "scipy"]
@@ -2736,5 +2772,5 @@ scipy = ["scipy"]
 
 [metadata]
 lock-version = "2.0"
-python-versions = "^3.8"
-content-hash = "5025c2f77a61c4aacc6078ac27eed0a2b4cac6e1d3067f0458ff016da06c2f15"
+python-versions = "^3.8, < 3.12"
+content-hash = "8ff52c437178cc1c67302c15d6569f0b8ca4c2c1c0b7ff43f544f126bb4184ab"
diff --git a/pyproject.toml b/pyproject.toml
index 52fe6506..768478bc 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "caracal"
-version = "1.1.4"
+version = "1.1.5"
 description = "Containerized Automated Radio Astronomy Calibration"
 authors = ["The CaraCAL Team <caracal-info@googlegroups.com>"]
 readme = "README.rst"


Test patch:
diff --git a/caracal/sample_configurations/minitestConfig.yml b/caracal/sample_configurations/minitestConfig.yml
index d5914d09..60f03eef 100644
--- a/caracal/sample_configurations/minitestConfig.yml
+++ b/caracal/sample_configurations/minitestConfig.yml
@@ -87,8 +87,8 @@ selfcal:
   img_cell: 2
   cal_timeslots_chunk: 240
   cal_cubical:
-    ragavi_plot:
-      enable: false
+    gain_plot:
+      enable: true
   image:
     enable: true
     cleanmask_method: [wsclean,breizorro]