Pylint report from report.jinja2

Score

5.87 / 10 (previous score: 5.87 / 10)

Messages

Module agentlib_flexquant (agentlib_flexquant/__init__.py)

Line Col. Type Symbol ID Obj Message
3 0 error import-error E0401 
Unable to import 'agentlib.utils.plugin_import'
4 0 error import-error E0401 
Unable to import 'agentlib_mpc.optimization_backends'

Module agentlib_flexquant.data_structures.__init__ (agentlib_flexquant/data_structures/__init__.py)

Line Col. Type Symbol ID Obj Message
1 0 convention trailing-newlines C0305 
Trailing newlines
1 0 refactor duplicate-code R0801 
Similar lines in 2 files
==agentlib_flexquant.modules.flexibility_indicator:[323:345]
==agentlib_flexquant.modules.flexibility_market:[79:88]
        results_file = self.config.results_file
        try:
            results = pd.read_csv(results_file, header=[0], index_col=[0, 1])
            return results
        except FileNotFoundError:
            self.logger.error("Results file %s was not found.", results_file)
            return None

    def register_callbacks(self):
1 0 refactor duplicate-code R0801 
Similar lines in 2 files
==agentlib_flexquant.modules.flexibility_indicator:[218:226]
==agentlib_flexquant.modules.flexibility_market:[56:64]
        if self.results_file and self.results_file.suffix != ".csv":
            raise ValueError(
                f"Invalid file extension for 'results_file': '{self.results_file}'. "
                f"Expected a '.csv' file."
            )
        return self
1 0 refactor duplicate-code R0801 
Similar lines in 2 files
==agentlib_flexquant.data_structures.flexquant:[99:105]
==agentlib_flexquant.optimization_backends.constrained_cia:[19:26]
    market_time: int = pydantic.Field(
        default=900,
        ge=0,
        unit="s",
        description="Time for market interaction",
    )

Module agentlib_flexquant.data_structures.flex_kpis (agentlib_flexquant/data_structures/flex_kpis.py)

Line Col. Type Symbol ID Obj Message
1 0 convention missing-module-docstring C0114 
Missing module docstring
1 0 error import-error E0401 
Unable to import 'pydantic'
2 0 error import-error E0401 
Unable to import 'numpy'
3 0 error import-error E0401 
Unable to import 'pandas'
4 0 convention wrong-import-order C0411 
standard import "from typing import Union, Optional" should be placed before "import pydantic"
5 0 error import-error E0401 
Unable to import 'agentlib_mpc.utils'
10 0 refactor too-few-public-methods R0903 KPI 
Too few public methods (1/2)
29 4 convention missing-class-docstring C0115 KPI.Config 
Missing class docstring
29 4 refactor too-few-public-methods R0903 KPI.Config 
Too few public methods (0/2)
33 0 convention line-too-long C0301 
Line too long (106/100)
51 8 convention invalid-name C0103 KPISeries._get_dt 
Variable name "dt" doesn't conform to snake_case naming style
52 8 convention invalid-name C0103 KPISeries._get_dt 
Attribute name "dt" doesn't conform to snake_case naming style
72 0 convention line-too-long C0301 
Line too long (118/100)
144 0 convention line-too-long C0301 
Line too long (109/100)
191 4 refactor too-many-arguments R0913 FlexibilityKPIs.calculate 
Too many arguments (10/5)
196 12 warning unused-argument W0613 FlexibilityKPIs.calculate 
Unused argument 'mpc_time_grid'
210 0 convention line-too-long C0301 
Line too long (138/100)
218 0 convention line-too-long C0301 
Line too long (159/100)
229 0 convention line-too-long C0301 
Line too long (123/100)
233 0 convention line-too-long C0301 
Line too long (105/100)
240 0 convention line-too-long C0301 
Line too long (144/100)
262 0 convention line-too-long C0301 
Line too long (102/100)
280 0 convention line-too-long C0301 
Line too long (104/100)
291 0 convention line-too-long C0301 
Line too long (158/100)
327 0 convention line-too-long C0301 
Line too long (105/100)
355 0 refactor too-many-instance-attributes R0902 FlexibilityData 
Too many instance attributes (10/7)
411 4 convention missing-class-docstring C0115 FlexibilityData.Config 
Missing class docstring
411 4 refactor too-few-public-methods R0903 FlexibilityData.Config 
Too few public methods (0/2)
414 4 refactor too-many-arguments R0913 FlexibilityData.__init__ 
Too many arguments (6/5)
418 0 convention line-too-long C0301 
Line too long (114/100)
492 4 convention missing-function-docstring C0116 FlexibilityData.get_kpis 
Missing function or method docstring
493 0 convention line-too-long C0301 
Line too long (109/100)

Module agentlib_flexquant.data_structures.flex_offer (agentlib_flexquant/data_structures/flex_offer.py)

Line Col. Type Symbol ID Obj Message
1 0 convention missing-module-docstring C0114 
Missing module docstring
1 0 error import-error E0401 
Unable to import 'pydantic'
2 0 error import-error E0401 
Unable to import 'pandas'
3 0 convention wrong-import-order C0411 
standard import "from enum import Enum" should be placed before "import pydantic"
4 0 error import-error E0401 
Unable to import 'pydantic'
5 0 convention wrong-import-order C0411 
standard import "from typing import Optional" should be placed before "import pydantic"
6 0 error import-error E0401 
Unable to import 'agentlib.core.datamodels'
9 0 convention missing-class-docstring C0115 OfferStatus 
Missing class docstring
10 4 convention invalid-name C0103 OfferStatus 
Class constant name "not_accepted" doesn't conform to UPPER_CASE naming style
11 4 convention invalid-name C0103 OfferStatus 
Class constant name "accepted_positive" doesn't conform to UPPER_CASE naming style
12 4 convention invalid-name C0103 OfferStatus 
Class constant name "accepted_negative" doesn't conform to UPPER_CASE naming style
15 0 refactor too-few-public-methods R0903 FlexOffer 
Too few public methods (1/2)
53 4 convention missing-class-docstring C0115 FlexOffer.Config 
Missing class docstring
53 4 refactor too-few-public-methods R0903 FlexOffer.Config 
Too few public methods (0/2)
75 8 convention invalid-name C0103 FlexOffer.as_dataframe 
Variable name "df" doesn't conform to snake_case naming style

Module agentlib_flexquant.data_structures.flex_results (agentlib_flexquant/data_structures/flex_results.py)

Line Col. Type Symbol ID Obj Message
1 0 convention missing-module-docstring C0114 
Missing module docstring
3 0 error import-error E0401 
Unable to import 'pandas'
4 0 convention wrong-import-order C0411 
standard import "from typing import Union, Optional, Dict, Any, List, Type" should be placed before "import pandas as pd"
5 0 error import-error E0401 
Unable to import 'pydantic'
6 0 convention wrong-import-order C0411 
standard import "from pathlib import Path" should be placed before "import pandas as pd"
7 0 error import-error E0401 
Unable to import 'agentlib.core.agent'
8 0 error import-error E0401 
Unable to import 'agentlib.utils'
9 0 error import-error E0401 
Unable to import 'agentlib.modules.simulation.simulator'
10 0 error import-error E0401 
Unable to import 'agentlib_mpc.modules.mpc'
11 0 error import-error E0401 
Unable to import 'agentlib_mpc.utils'
12 0 error import-error E0401 
Unable to import 'agentlib_mpc.utils.analysis'
31 4 convention invalid-name C0103 load_indicator 
Variable name "df" doesn't conform to snake_case naming style
45 4 convention invalid-name C0103 load_market 
Variable name "df" doesn't conform to snake_case naming style
49 0 convention missing-class-docstring C0115 Results 
Missing class docstring
49 0 refactor too-many-instance-attributes R0902 Results 
Too many instance attributes (29/7)
84 4 refactor too-many-arguments R0913 Results.__init__ 
Too many arguments (6/5)
89 0 convention line-too-long C0301 
Line too long (102/100)
115 0 convention line-too-long C0301 
Line too long (133/100)
124 0 convention line-too-long C0301 
Line too long (103/100)
129 21 warning unspecified-encoding W1514 Results._load_flex_config 
Using open without explicitly specifying an encoding
129 47 convention invalid-name C0103 Results._load_flex_config 
Variable name "f" doesn't conform to snake_case naming style
153 20 warning unspecified-encoding W1514 Results._get_config_filenames 
Using open without explicitly specifying an encoding
218 17 warning unspecified-encoding W1514 Results._load_simulator_config 
Using open without explicitly specifying an encoding
218 54 convention invalid-name C0103 Results._load_simulator_config 
Variable name "f" doesn't conform to snake_case naming style
290 33 convention trailing-whitespace C0303 
Trailing whitespace
306 33 convention trailing-whitespace C0303 
Trailing whitespace
372 12 convention invalid-name C0103 Results.convert_timescale_of_dataframe_index 
Variable name "df" doesn't conform to snake_case naming style
409 23 refactor consider-using-in R1714 Results.get_intersection_mpcs_sim.get_id_alias_name_dict_element 
Consider merging these comparisons with 'in' by using 'alias in (var.alias, var.name)'. Use a set instead if elements are hashable.
441 0 convention line-too-long C0301 
Line too long (102/100)
450 0 convention line-too-long C0301 
Line too long (104/100)

Module agentlib_flexquant.data_structures.flexquant (agentlib_flexquant/data_structures/flexquant.py)

Line Col. Type Symbol ID Obj Message
1 0 convention missing-module-docstring C0114 
Missing module docstring
1 0 error import-error E0401 
Unable to import 'pydantic'
2 0 convention wrong-import-order C0411 
standard import "from enum import Enum" should be placed before "import pydantic"
3 0 convention wrong-import-order C0411 
standard import "from pathlib import Path" should be placed before "import pydantic"
4 0 convention wrong-import-order C0411 
standard import "from typing import List, Optional, Union" should be placed before "import pydantic"
5 0 error import-error E0401 
Unable to import 'pydantic'
6 0 error import-error E0401 
Unable to import 'agentlib.core.agent'
7 0 error import-error E0401 
Unable to import 'agentlib.core.errors'
8 0 error import-error E0401 
Unable to import 'agentlib_mpc.data_structures.mpc_datamodels'
12 0 convention missing-class-docstring C0115 ForcedOffers 
Missing class docstring
13 4 convention invalid-name C0103 ForcedOffers 
Class constant name "positive" doesn't conform to UPPER_CASE naming style
14 4 convention invalid-name C0103 ForcedOffers 
Class constant name "negative" doesn't conform to UPPER_CASE naming style
17 0 refactor too-few-public-methods R0903 ShadowMPCConfigGeneratorConfig 
Too few public methods (1/2)
22 5 convention trailing-whitespace C0303 
Trailing whitespace
36 4 convention missing-function-docstring C0116 ShadowMPCConfigGeneratorConfig.assign_weights_to_flex 
Missing function or method docstring
38 0 convention line-too-long C0301 
Line too long (105/100)
40 0 convention line-too-long C0301 
Line too long (105/100)
47 0 refactor too-few-public-methods R0903 FlexibilityMarketConfig 
Too few public methods (0/2)
59 0 refactor too-few-public-methods R0903 FlexibilityIndicatorConfig 
Too few public methods (1/2)
71 4 convention missing-function-docstring C0116 FlexibilityIndicatorConfig.check_file_extension 
Missing function or method docstring
72 37 convention trailing-whitespace C0303 
Trailing whitespace
76 0 convention line-too-long C0301 
Line too long (103/100)
159 0 convention trailing-whitespace C0303 
Trailing whitespace

Module agentlib_flexquant.data_structures.globals (agentlib_flexquant/data_structures/globals.py)

Line Col. Type Symbol ID Obj Message
13 0 convention invalid-name C0103 
Constant name "FlexibilityOffer" doesn't conform to UPPER_CASE naming style
24 0 convention line-too-long C0301 
Line too long (104/100)
46 0 convention line-too-long C0301 
Line too long (106/100)
52 0 convention line-too-long C0301 
Line too long (118/100)

Module agentlib_flexquant.data_structures.market (agentlib_flexquant/data_structures/market.py)

Line Col. Type Symbol ID Obj Message
1 0 convention missing-module-docstring C0114 
Missing module docstring
1 0 error import-error E0401 
Unable to import 'pydantic'
2 0 convention wrong-import-order C0411 
standard import "from typing import Union, Literal" should be placed before "import pydantic"
6 0 convention missing-class-docstring C0115 RandomOptions 
Missing class docstring
6 0 refactor too-few-public-methods R0903 RandomOptions 
Too few public methods (0/2)
27 0 convention missing-class-docstring C0115 SingleOptions 
Missing class docstring
27 0 refactor too-few-public-methods R0903 SingleOptions 
Too few public methods (0/2)
31 0 convention line-too-long C0301 
Line too long (117/100)
34 0 convention missing-class-docstring C0115 CustomOptions 
Missing class docstring
34 0 refactor too-few-public-methods R0903 CustomOptions 
Too few public methods (0/2)
40 0 convention missing-class-docstring C0115 MarketSpecifications 
Missing class docstring
40 0 refactor too-few-public-methods R0903 MarketSpecifications 
Too few public methods (1/2)
66 4 convention missing-function-docstring C0116 MarketSpecifications.set_options_type 
Missing function or method docstring
78 0 convention missing-class-docstring C0115 RandomMarket 
Missing class docstring
78 0 refactor too-few-public-methods R0903 RandomMarket 
Too few public methods (1/2)

Module agentlib_flexquant.data_structures.mpcs (agentlib_flexquant/data_structures/mpcs.py)

Line Col. Type Symbol ID Obj Message
1 0 convention missing-module-docstring C0114 
Missing module docstring
1 0 error import-error E0401 
Unable to import 'pydantic'
2 0 error import-error E0401 
Unable to import 'pydantic'
3 0 convention wrong-import-order C0411 
standard import "from typing import List, Optional" should be placed before "import pydantic"
3 0 warning unused-import W0611 
Unused Optional imported from typing
4 0 error import-error E0401 
Unable to import 'agentlib_mpc.data_structures.mpc_datamodels'
9 0 refactor too-few-public-methods R0903 BaseMPCData 
Too few public methods (0/2)
31 0 refactor too-few-public-methods R0903 BaselineMPCData 
Too few public methods (1/2)
52 21 convention trailing-whitespace C0303 
Trailing whitespace
57 0 convention line-too-long C0301 
Line too long (105/100)
77 4 convention missing-function-docstring C0116 BaselineMPCData.update_config_parameters_appendix 
Missing function or method docstring
96 0 refactor too-few-public-methods R0903 PFMPCData 
Too few public methods (0/2)
128 0 refactor too-few-public-methods R0903 NFMPCData 
Too few public methods (0/2)

Module agentlib_flexquant.generate_flex_agents (agentlib_flexquant/generate_flex_agents.py)

Line Col. Type Symbol ID Obj Message
1 0 convention missing-module-docstring C0114 
Missing module docstring
6 0 error import-error E0401 
Unable to import 'astor'
7 0 error import-error E0401 
Unable to import 'black'
8 0 convention wrong-import-order C0411 
standard import "import json" should be placed before "import astor"
9 0 convention wrong-import-order C0411 
standard import "from copy import deepcopy" should be placed before "import astor"
10 0 convention wrong-import-order C0411 
standard import "from pathlib import Path" should be placed before "import astor"
11 0 convention wrong-import-order C0411 
standard import "from typing import List, Union" should be placed before "import astor"
12 0 error import-error E0401 
Unable to import 'pydantic'
13 0 error import-error E0401 
Unable to import 'agentlib.core.agent'
14 0 error import-error E0401 
Unable to import 'agentlib.core.datamodels'
15 0 error import-error E0401 
Unable to import 'agentlib.core.errors'
16 0 error import-error E0401 
Unable to import 'agentlib.core.module'
17 0 error import-error E0401 
Unable to import 'agentlib.utils'
18 0 error import-error E0401 
Unable to import 'agentlib_mpc.data_structures.mpc_datamodels'
19 0 error import-error E0401 
Unable to import 'agentlib_mpc.models.casadi_model'
20 0 error import-error E0401 
Unable to import 'agentlib_mpc.modules.mpc_full'
24 0 convention line-too-long C0301 
Line too long (125/100)
30 0 refactor too-many-instance-attributes R0902 FlexAgentGenerator 
Too many instance attributes (17/7)
33 0 convention line-too-long C0301 
Line too long (120/100)
35 0 convention line-too-long C0301 
Line too long (106/100)
36 0 convention line-too-long C0301 
Line too long (106/100)
129 0 convention line-too-long C0301 
Line too long (107/100)
152 0 convention trailing-whitespace C0303 
Trailing whitespace
164 0 convention line-too-long C0301 
Line too long (104/100)
170 0 convention line-too-long C0301 
Line too long (104/100)
185 0 convention trailing-whitespace C0303 
Trailing whitespace
190 0 convention line-too-long C0301 
Line too long (109/100)
190 13 warning unspecified-encoding W1514 FlexAgentGenerator.generate_flex_agents 
Using open without explicitly specifying an encoding
190 107 convention invalid-name C0103 FlexAgentGenerator.generate_flex_agents 
Variable name "f" doesn't conform to snake_case naming style
196 28 warning unnecessary-lambda W0108 FlexAgentGenerator.generate_flex_agents.<lambda> 
Lambda may not be necessary
206 0 convention line-too-long C0301 
Line too long (110/100)
239 17 warning unspecified-encoding W1514 FlexAgentGenerator.append_module_and_dump_agent 
Using open without explicitly specifying an encoding
241 17 convention invalid-name C0103 FlexAgentGenerator.append_module_and_dump_agent 
Variable name "f" doesn't conform to snake_case naming style
290 4 refactor too-many-branches R0912 FlexAgentGenerator.adapt_mpc_module_config 
Too many branches (18/12)
305 0 convention line-too-long C0301 
Line too long (147/100)
358 11 convention unidiomatic-typecheck C0123 FlexAgentGenerator.adapt_mpc_module_config 
Use isinstance() rather than type() for a typecheck.
488 16 convention unnecessary-dunder-call C2801 FlexAgentGenerator.adapt_market_config 
Unnecessarily calls dunder method __setattr__. Set attribute directly or use setattr built-in function.
498 4 refactor too-many-locals R0914 FlexAgentGenerator._generate_flex_model_definition 
Too many local variables (17/15)
499 0 convention line-too-long C0301 
Line too long (112/100)
519 13 warning unspecified-encoding W1514 FlexAgentGenerator._generate_flex_model_definition 
Using open without explicitly specifying an encoding
519 47 convention invalid-name C0103 FlexAgentGenerator._generate_flex_model_definition 
Variable name "f" doesn't conform to snake_case naming style
527 0 convention line-too-long C0301 
Line too long (149/100)
532 0 convention line-too-long C0301 
Line too long (149/100)
537 0 convention line-too-long C0301 
Line too long (149/100)
563 13 warning unspecified-encoding W1514 FlexAgentGenerator._generate_flex_model_definition 
Using open without explicitly specifying an encoding
563 39 convention invalid-name C0103 FlexAgentGenerator._generate_flex_model_definition 
Variable name "f" doesn't conform to snake_case naming style
594 4 refactor too-many-branches R0912 FlexAgentGenerator.run_config_validations 
Too many branches (17/12)
600 0 convention line-too-long C0301 
Line too long (112/100)
601 0 convention line-too-long C0301 
Line too long (117/100)
602 0 convention line-too-long C0301 
Line too long (122/100)
605 0 convention line-too-long C0301 
Line too long (122/100)
614 0 convention line-too-long C0301 
Line too long (153/100)
616 0 convention trailing-whitespace C0303 
Trailing whitespace
619 0 convention line-too-long C0301 
Line too long (101/100)
620 0 convention line-too-long C0301 
Line too long (108/100)
627 0 convention line-too-long C0301 
Line too long (160/100)
629 0 convention trailing-whitespace C0303 
Trailing whitespace
636 0 convention line-too-long C0301 
Line too long (157/100)
637 0 convention line-too-long C0301 
Line too long (123/100)
639 0 convention trailing-whitespace C0303 
Trailing whitespace
641 0 convention line-too-long C0301 
Line too long (126/100)
642 0 convention line-too-long C0301 
Line too long (175/100)
642 12 warning logging-fstring-interpolation W1203 FlexAgentGenerator.run_config_validations 
Use lazy % formatting in logging functions
644 0 convention line-too-long C0301 
Line too long (125/100)
645 0 convention line-too-long C0301 
Line too long (125/100)
646 0 convention line-too-long C0301 
Line too long (125/100)
660 0 convention line-too-long C0301 
Line too long (125/100)
660 37 warning f-string-without-interpolation W1309 FlexAgentGenerator.run_config_validations 
Using an f-string that does not have any interpolated variables
664 41 warning f-string-without-interpolation W1309 FlexAgentGenerator.run_config_validations 
Using an f-string that does not have any interpolated variables
665 59 convention trailing-whitespace C0303 
Trailing whitespace
668 104 convention trailing-whitespace C0303 
Trailing whitespace
668 0 convention line-too-long C0301 
Line too long (104/100)
669 0 convention line-too-long C0301 
Line too long (136/100)
675 0 convention line-too-long C0301 
Line too long (147/100)
675 24 warning logging-fstring-interpolation W1203 FlexAgentGenerator.run_config_validations 
Use lazy % formatting in logging functions
680 0 convention line-too-long C0301 
Line too long (162/100)
680 24 warning logging-fstring-interpolation W1203 FlexAgentGenerator.run_config_validations 
Use lazy % formatting in logging functions
682 0 convention trailing-whitespace C0303 
Trailing whitespace
698 13 warning unspecified-encoding W1514 FlexAgentGenerator.adapt_sim_results_path 
Using open without explicitly specifying an encoding
698 50 convention invalid-name C0103 FlexAgentGenerator.adapt_sim_results_path 
Variable name "f" doesn't conform to snake_case naming style
707 0 convention line-too-long C0301 
Line too long (102/100)

Module agentlib_flexquant.modules.baseline_mpc (agentlib_flexquant/modules/baseline_mpc.py)

Line Col. Type Symbol ID Obj Message
1 0 convention missing-module-docstring C0114 
Missing module docstring
1 0 error import-error E0401 
Unable to import 'agentlib_mpc.modules'
4 0 convention missing-class-docstring C0115 FlexibilityBaselineMPC 
Missing class docstring
4 0 refactor too-few-public-methods R0903 FlexibilityBaselineMPC 
Too few public methods (1/2)
7 4 convention missing-function-docstring C0116 FlexibilityBaselineMPC.pre_computation_hook 
Missing function or method docstring
19 0 convention missing-class-docstring C0115 FlexibilityBaselineMINLPMPC 
Missing class docstring
19 0 refactor too-few-public-methods R0903 FlexibilityBaselineMINLPMPC 
Too few public methods (1/2)
22 4 convention missing-function-docstring C0116 FlexibilityBaselineMINLPMPC.pre_computation_hook 
Missing function or method docstring

Module agentlib_flexquant.modules.flexibility_indicator (agentlib_flexquant/modules/flexibility_indicator.py)

Line Col. Type Symbol ID Obj Message
1 0 convention missing-module-docstring C0114 
Missing module docstring
3 0 error import-error E0401 
Unable to import 'numpy'
4 0 error import-error E0401 
Unable to import 'pandas'
5 0 convention wrong-import-order C0411 
standard import "from pathlib import Path" should be placed before "import numpy as np"
6 0 convention wrong-import-order C0411 
standard import "from typing import List, Optional" should be placed before "import numpy as np"
7 0 error import-error E0401 
Unable to import 'pydantic'
8 0 error import-error E0401 
Unable to import 'agentlib'
14 0 convention missing-class-docstring C0115 InputsForCorrectFlexCosts 
Missing class docstring
14 0 refactor too-few-public-methods R0903 InputsForCorrectFlexCosts 
Too few public methods (0/2)
18 0 convention line-too-long C0301 
Line too long (152/100)
31 0 convention line-too-long C0301 
Line too long (107/100)
35 0 convention missing-class-docstring C0115 InputsForCalculateFlexCosts 
Missing class docstring
35 0 refactor too-few-public-methods R0903 InputsForCalculateFlexCosts 
Too few public methods (1/2)
50 4 convention missing-function-docstring C0116 InputsForCalculateFlexCosts.validate_constant_price 
Missing function or method docstring
50 4 error no-self-argument E0213 InputsForCalculateFlexCosts.validate_constant_price 
Method 'validate_constant_price' should have "self" as first argument
52 0 convention line-too-long C0301 
Line too long (128/100)
52 12 warning broad-exception-raised W0719 InputsForCalculateFlexCosts.validate_constant_price 
Raising too general exception: Exception
53 0 convention line-too-long C0301 
Line too long (140/100)
54 0 convention line-too-long C0301 
Line too long (104/100)
63 0 convention missing-class-docstring C0115 FlexibilityIndicatorModuleConfig 
Missing class docstring
63 0 refactor too-few-public-methods R0903 FlexibilityIndicatorModuleConfig 
Too few public methods (1/2)
131 0 convention line-too-long C0301 
Line too long (112/100)
135 0 convention line-too-long C0301 
Line too long (112/100)
201 30 convention trailing-whitespace C0303 
Trailing whitespace
216 0 convention trailing-whitespace C0303 
Trailing whitespace
218 4 convention missing-function-docstring C0116 FlexibilityIndicatorModuleConfig.check_results_file_extension 
Missing function or method docstring
227 0 convention missing-class-docstring C0115 FlexibilityIndicatorModule 
Missing class docstring
248 8 convention invalid-name C0103 FlexibilityIndicatorModule.__init__ 
Attribute name "df" doesn't conform to snake_case naming style
250 4 convention missing-function-docstring C0116 FlexibilityIndicatorModule.register_callbacks 
Missing function or method docstring
260 4 convention missing-function-docstring C0116 FlexibilityIndicatorModule.process 
Missing function or method docstring
263 4 convention missing-function-docstring C0116 FlexibilityIndicatorModule.callback 
Missing function or method docstring
263 4 refactor too-many-branches R0912 FlexibilityIndicatorModule.callback 
Too many branches (16/12)
285 0 convention line-too-long C0301 
Line too long (101/100)
288 0 convention line-too-long C0301 
Line too long (121/100)
290 16 convention invalid-name C0103 FlexibilityIndicatorModule.callback 
Variable name "n" doesn't conform to snake_case naming style
291 16 convention invalid-name C0103 FlexibilityIndicatorModule.callback 
Variable name "ts" doesn't conform to snake_case naming style
294 0 convention line-too-long C0301 
Line too long (133/100)
295 0 convention line-too-long C0301 
Line too long (112/100)
314 0 convention line-too-long C0301 
Line too long (116/100)
332 28 convention invalid-name C0103 FlexibilityIndicatorModule.write_results 
Argument name "df" doesn't conform to snake_case naming style
332 46 convention invalid-name C0103 FlexibilityIndicatorModule.write_results 
Argument name "ts" doesn't conform to snake_case naming style
332 57 convention invalid-name C0103 FlexibilityIndicatorModule.write_results 
Argument name "n" doesn't conform to snake_case naming style
332 4 refactor too-many-branches R0912 FlexibilityIndicatorModule.write_results 
Too many branches (13/12)
338 0 convention line-too-long C0301 
Line too long (108/100)
400 0 convention line-too-long C0301 
Line too long (138/100)
402 0 convention line-too-long C0301 
Line too long (186/100)
416 0 convention line-too-long C0301 
Line too long (164/100)
432 4 refactor too-many-arguments R0913 FlexibilityIndicatorModule.send_flex_offer 
Too many arguments (8/5)
441 0 convention line-too-long C0301 
Line too long (102/100)
446 0 convention line-too-long C0301 
Line too long (113/100)
448 0 convention line-too-long C0301 
Line too long (113/100)
479 0 convention line-too-long C0301 
Line too long (125/100)
481 0 convention line-too-long C0301 
Line too long (114/100)
482 0 convention line-too-long C0301 
Line too long (114/100)
484 0 convention line-too-long C0301 
Line too long (108/100)
484 12 warning logging-fstring-interpolation W1203 FlexibilityIndicatorModule.check_power_end_deviation 
Use lazy % formatting in logging functions
491 0 convention line-too-long C0301 
Line too long (108/100)
491 12 warning logging-fstring-interpolation W1203 FlexibilityIndicatorModule.check_power_end_deviation 
Use lazy % formatting in logging functions

Module agentlib_flexquant.modules.flexibility_market (agentlib_flexquant/modules/flexibility_market.py)

Line Col. Type Symbol ID Obj Message
1 0 convention missing-module-docstring C0114 
Missing module docstring
2 0 error import-error E0401 
Unable to import 'numpy'
3 0 error import-error E0401 
Unable to import 'pandas'
4 0 convention wrong-import-order C0411 
standard import "from pathlib import Path" should be placed before "import numpy as np"
5 0 convention wrong-import-order C0411 
standard import "from typing import List, Optional, Union" should be placed before "import numpy as np"
6 0 error import-error E0401 
Unable to import 'pydantic'
7 0 error import-error E0401 
Unable to import 'agentlib'
8 0 error import-error E0401 
Unable to import 'agentlib.core.datamodels'
13 0 convention missing-class-docstring C0115 FlexibilityMarketModuleConfig 
Missing class docstring
13 0 refactor too-few-public-methods R0903 FlexibilityMarketModuleConfig 
Too few public methods (1/2)
49 30 convention trailing-whitespace C0303 
Trailing whitespace
56 4 convention missing-function-docstring C0116 FlexibilityMarketModuleConfig.check_results_file_extension 
Missing function or method docstring
71 0 convention line-too-long C0301 
Line too long (116/100)
76 8 warning attribute-defined-outside-init W0201 FlexibilityMarketModule.set_random_seed 
Attribute 'random_generator' defined outside __init__
88 4 convention missing-function-docstring C0116 FlexibilityMarketModule.register_callbacks 
Missing function or method docstring
107 8 warning attribute-defined-outside-init W0201 FlexibilityMarketModule.register_callbacks 
Attribute 'cooldown_ticker' defined outside __init__
113 8 convention invalid-name C0103 FlexibilityMarketModule.write_results 
Variable name "df" doesn't conform to snake_case naming style
123 62 warning unused-argument W0613 FlexibilityMarketModule.random_flexibility_callback 
Unused argument 'name'
126 0 convention line-too-long C0301 
Line too long (128/100)
132 0 convention line-too-long C0301 
Line too long (106/100)
138 0 convention line-too-long C0301 
Line too long (103/100)
143 0 convention line-too-long C0301 
Line too long (106/100)
147 0 convention line-too-long C0301 
Line too long (104/100)
157 20 warning attribute-defined-outside-init W0201 FlexibilityMarketModule.random_flexibility_callback 
Attribute 'cooldown_ticker' defined outside __init__
164 62 warning unused-argument W0613 FlexibilityMarketModule.single_flexibility_callback 
Unused argument 'name'
170 0 convention line-too-long C0301 
Line too long (111/100)
171 0 convention line-too-long C0301 
Line too long (112/100)
173 0 convention line-too-long C0301 
Line too long (102/100)
192 8 warning unnecessary-pass W0107 FlexibilityMarketModule.custom_flexibility_callback 
Unnecessary pass statement
194 29 warning unused-argument W0613 FlexibilityMarketModule.dummy_callback 
Unused argument 'inp'
194 49 warning unused-argument W0613 FlexibilityMarketModule.dummy_callback 
Unused argument 'name'
205 4 convention missing-function-docstring C0116 FlexibilityMarketModule.process 
Missing function or method docstring

Module agentlib_flexquant.modules.shadow_mpc (agentlib_flexquant/modules/shadow_mpc.py)

Line Col. Type Symbol ID Obj Message
1 0 convention missing-module-docstring C0114 
Missing module docstring
2 0 error import-error E0401 
Unable to import 'agentlib.core.datamodels'
3 0 error import-error E0401 
Unable to import 'agentlib_mpc.modules'
5 0 convention line-too-long C0301 
Line too long (101/100)
8 0 convention missing-class-docstring C0115 FlexibilityShadowMPC 
Missing class docstring
17 4 convention missing-function-docstring C0116 FlexibilityShadowMPC.register_callbacks 
Missing function or method docstring
57 12 convention consider-using-dict-items C0206 FlexibilityShadowMPC.calc_flex_callback 
Consider iterating with .items()
57 16 refactor redefined-argument-from-local R1704 FlexibilityShadowMPC.calc_flex_callback 
Redefining argument with the local name 'name'
57 24 convention consider-iterating-dictionary C0201 FlexibilityShadowMPC.calc_flex_callback 
Consider iterating the dictionary directly instead of calling .keys()
60 4 convention missing-function-docstring C0116 FlexibilityShadowMPC.process 
Missing function or method docstring
65 0 convention missing-class-docstring C0115 FlexibilityShadowMINLPMPC 
Missing class docstring
74 4 convention missing-function-docstring C0116 FlexibilityShadowMINLPMPC.register_callbacks 
Missing function or method docstring
84 0 convention line-too-long C0301 
Line too long (106/100)
114 12 convention consider-using-dict-items C0206 FlexibilityShadowMINLPMPC.calc_flex_callback 
Consider iterating with .items()
114 16 refactor redefined-argument-from-local R1704 FlexibilityShadowMINLPMPC.calc_flex_callback 
Redefining argument with the local name 'name'
114 24 convention consider-iterating-dictionary C0201 FlexibilityShadowMINLPMPC.calc_flex_callback 
Consider iterating the dictionary directly instead of calling .keys()
117 4 convention missing-function-docstring C0116 FlexibilityShadowMINLPMPC.process 
Missing function or method docstring

Module agentlib_flexquant.optimization_backends.constrained_cia (agentlib_flexquant/optimization_backends/constrained_cia.py)

Line Col. Type Symbol ID Obj Message
1 0 convention missing-module-docstring C0114 
Missing module docstring
1 0 error import-error E0401 
Unable to import 'pydantic'
2 0 error import-error E0401 
Unable to import 'numpy'
3 0 error import-error E0401 
Unable to import 'agentlib.core.errors'
4 0 error import-error E0401 
Unable to import 'agentlib_mpc.optimization_backends.casadi_.minlp_cia'
5 0 error import-error E0401 
Unable to import 'agentlib_mpc.optimization_backends.casadi_.core.casadi_backend'
6 0 error import-error E0401 
Unable to import 'agentlib_mpc.data_structures.mpc_datamodels'
7 0 convention line-too-long C0301 
Line too long (101/100)
12 4 warning raise-missing-from W0707 
Consider explicitly re-raising using 'except ImportError as exc' and 'raise OptionalDependencyError(used_object='Pycombina', dependency_install='.\\ after cloning pycombina. Instructions: https://pycombina.readthedocs.io/en/latest/install.html#') from exc'
14 29 warning anomalous-backslash-in-string W1401 
Anomalous backslash in string: '\ '. String constant might be missing an r prefix.
19 0 convention missing-class-docstring C0115 ConstrainedCIABackendConfig 
Missing class docstring
19 0 refactor too-few-public-methods R0903 ConstrainedCIABackendConfig 
Too few public methods (0/2)
27 4 convention missing-class-docstring C0115 ConstrainedCIABackendConfig.Config 
Missing class docstring
27 4 refactor too-few-public-methods R0903 ConstrainedCIABackendConfig.Config 
Too few public methods (0/2)
32 0 convention missing-class-docstring C0115 ConstrainedCasADiCIABackend 
Missing class docstring
32 0 refactor too-few-public-methods R0903 ConstrainedCasADiCIABackend 
Too few public methods (1/2)
36 4 warning useless-parent-delegation W0246 ConstrainedCasADiCIABackend.__init__ 
Useless parent or super() delegation in method '__init__'
39 4 convention missing-function-docstring C0116 ConstrainedCasADiCIABackend.do_pycombina 
Missing function or method docstring

Module agentlib_flexquant.utils.config_management (agentlib_flexquant/utils/config_management.py)

Line Col. Type Symbol ID Obj Message
1 0 convention missing-module-docstring C0114 
Missing module docstring
8 0 error import-error E0401 
Unable to import 'agentlib.modules'
9 0 error import-error E0401 
Unable to import 'agentlib.core.agent'
10 0 error import-error E0401 
Unable to import 'agentlib.core.module'
25 0 convention line-too-long C0301 
Line too long (136/100)
36 0 convention line-too-long C0301 
Line too long (122/100)
43 11 convention invalid-name C0103 get_module_type_matching_dict 
Variable name "v" doesn't conform to snake_case naming style
56 8 convention invalid-name C0103 get_module_type_matching_dict 
Variable name "v" doesn't conform to snake_case naming style
74 0 refactor inconsistent-return-statements R1710 get_orig_module_type 
Either all return statements in a function should return an expression, or none of them should.
91 4 warning useless-else-on-loop W0120 get_module 
Else clause on loop without a break statement, remove the else and de-indent all the code inside it
112 0 convention line-too-long C0301 
Line too long (120/100)
116 0 convention line-too-long C0301 
Line too long (105/100)
118 0 convention line-too-long C0301 
Line too long (110/100)
125 0 convention missing-function-docstring C0116 get_class_from_file 
Missing function or method docstring

Module agentlib_flexquant.utils.data_handling (agentlib_flexquant/utils/data_handling.py)

Line Col. Type Symbol ID Obj Message
1 0 convention missing-module-docstring C0114 
Missing module docstring
1 0 error import-error E0401 
Unable to import 'pandas'
2 0 convention wrong-import-order C0411 
standard import "from typing import Literal" should be placed before "import pandas as pd"
3 0 error import-error E0401 
Unable to import 'agentlib_mpc.utils'
31 0 convention line-too-long C0301 
Line too long (125/100)
36 0 convention line-too-long C0301 
Line too long (101/100)
37 32 convention invalid-name C0103 _set_mean_values._get_intervals_for_mean 
Argument name "s" doesn't conform to snake_case naming style
61 0 convention missing-function-docstring C0116 strip_multi_index 
Missing function or method docstring
64 40 warning unnecessary-lambda W0108 strip_multi_index.<lambda> 
Lambda may not be necessary
64 50 warning eval-used W0123 strip_multi_index.<lambda> 
Use of eval
71 0 convention line-too-long C0301 
Line too long (123/100)
71 31 convention invalid-name C0103 convert_timescale_of_index 
Argument name "df" doesn't conform to snake_case naming style
85 0 convention line-too-long C0301 
Line too long (108/100)

Module agentlib_flexquant.utils.interactive (agentlib_flexquant/utils/interactive.py)

Line Col. Type Symbol ID Obj Message
1 0 convention missing-module-docstring C0114 
Missing module docstring
2 0 error import-error E0401 
Unable to import 'pandas'
3 0 convention wrong-import-order C0411 
standard import "from typing import get_args, Union, Optional" should be placed before "import pandas as pd"
4 0 error import-error E0401 
Unable to import 'pydantic'
5 0 error import-error E0401 
Unable to import 'dash'
6 0 error import-error E0401 
Unable to import 'plotly'
7 0 error import-error E0401 
Unable to import 'agentlib.core.agent'
8 0 error import-error E0401 
Unable to import 'agentlib_mpc.utils'
9 0 error import-error E0401 
Unable to import 'agentlib_mpc.utils.analysis'
10 0 error import-error E0401 
Unable to import 'agentlib_mpc.utils.plotting.interactive'
12 0 refactor consider-using-from-import R0402 
Use 'from agentlib_flexquant.data_structures import flex_results' instead
18 0 refactor too-few-public-methods R0903 CustomBound 
Too few public methods (0/2)
22 0 convention line-too-long C0301 
Line too long (101/100)
23 0 convention line-too-long C0301 
Line too long (101/100)
42 0 refactor too-many-instance-attributes R0902 Dashboard 
Too many instance attributes (8/7)
59 4 refactor too-many-arguments R0913 Dashboard.__init__ 
Too many arguments (7/5)
83 8 convention invalid-name C0103 Dashboard.__init__ 
Attribute name "LINE_PROPERTIES" doesn't conform to snake_case naming style
120 12 refactor unnecessary-comprehension R1721 Dashboard.__init__ 
Unnecessary use of a comprehension, use list(self.intersection_mpcs_sim.keys()) instead.
120 28 convention consider-iterating-dictionary C0201 Dashboard.__init__ 
Consider iterating the dictionary directly instead of calling .keys()
129 4 refactor too-many-statements R0915 Dashboard.show 
Too many statements (135/50)
226 34 convention invalid-name C0103 Dashboard.show.plot_one_mpc_variable._add_step_to_data 
Argument name "s" doesn't conform to snake_case naming style
351 8 refactor inconsistent-return-statements R1710 Dashboard.show.plot_flexibility_kpi 
Either all return statements in a function should return an expression, or none of them should.
460 0 convention line-too-long C0301 
Line too long (126/100)
501 8 refactor inconsistent-return-statements R1710 Dashboard.show.mark_characteristic_times_of_accepted_offers 
Either all return statements in a function should return an expression, or none of them should.
524 8 refactor too-many-arguments R0913 Dashboard.show.create_plot 
Too many arguments (6/5)
537 0 convention line-too-long C0301 
Line too long (101/100)
555 29 convention consider-iterating-dictionary C0201 Dashboard.show.create_plot 
Consider iterating the dictionary directly instead of calling .keys()
573 16 convention invalid-name C0103 Dashboard.show.create_plot 
Variable name "ts" doesn't conform to snake_case naming style
600 23 refactor use-dict-literal R1735 Dashboard.show.create_plot 
Consider using '{"t": 20, "b": 20}' instead of a call to 'dict'.
690 41 warning f-string-without-interpolation W1309 Dashboard.show 
Using an f-string that does not have any interpolated variables

Module agentlib_flexquant.utils.parsing (agentlib_flexquant/utils/parsing.py)

Line Col. Type Symbol ID Obj Message
1 0 convention missing-module-docstring C0114 
Missing module docstring
4 0 error import-error E0401 
Unable to import 'agentlib_mpc.data_structures.mpc_datamodels'
35 0 convention line-too-long C0301 
Line too long (101/100)
52 0 convention line-too-long C0301 
Line too long (107/100)
52 84 warning redefined-builtin W0622 add_input 
Redefining built-in 'type'
102 0 convention line-too-long C0301 
Line too long (104/100)
102 37 warning redefined-builtin W0622 add_output 
Redefining built-in 'type'
156 4 convention invalid-name C0103 SetupSystemModifier.visit_Module 
Method name "visit_Module" doesn't conform to snake_case naming style
179 4 convention invalid-name C0103 SetupSystemModifier.visit_ClassDef 
Method name "visit_ClassDef" doesn't conform to snake_case naming style
229 8 refactor no-else-return R1705 SetupSystemModifier.get_leftmost_list 
Unnecessary "elif" after "return", remove the leading "el" from "elif"
309 21 refactor consider-merging-isinstance R1701 SetupSystemModifier.modify_config_class_baseline 
Consider merging these isinstance calls to isinstance(body.value, (ast.BinOp, ast.Tuple))
341 21 refactor consider-merging-isinstance R1701 SetupSystemModifier.modify_config_class_baseline 
Consider merging these isinstance calls to isinstance(body.value, (ast.BinOp, ast.Tuple))
406 24 warning unused-variable W0612 SetupSystemModifier.modify_setup_system_shadow 
Unused variable 'ind'
411 0 convention line-too-long C0301 
Line too long (103/100)
412 0 convention line-too-long C0301 
Line too long (108/100)
419 0 convention line-too-long C0301 
Line too long (103/100)
420 0 convention line-too-long C0301 
Line too long (108/100)
440 0 convention line-too-long C0301 
Line too long (107/100)
441 0 convention line-too-long C0301 
Line too long (112/100)
448 0 convention line-too-long C0301 
Line too long (107/100)
449 0 convention line-too-long C0301 
Line too long (112/100)
456 0 convention line-too-long C0301 
Line too long (104/100)
579 0 convention missing-function-docstring C0116 remove_all_imports_from_tree 
Missing function or method docstring

Metrics

Count per types

Name Count
error 71
convention 266
refactor 58
warning 37

Count per messages

Name Count
import-error 70
line-too-long 123
trailing-whitespace 17
missing-module-docstring 16
too-many-instance-attributes 4
unspecified-encoding 8
invalid-name 35
unnecessary-lambda 2
unidiomatic-typecheck 1
too-many-branches 4
unnecessary-dunder-call 1
too-many-locals 1
logging-fstring-interpolation 5
f-string-without-interpolation 3
wrong-import-order 20
anomalous-backslash-in-string 1
raise-missing-from 1
missing-class-docstring 23
too-few-public-methods 27
useless-parent-delegation 1
missing-function-docstring 23
consider-using-dict-items 2
redefined-argument-from-local 2
consider-iterating-dictionary 4
unused-argument 5
unnecessary-pass 1
attribute-defined-outside-init 3
no-self-argument 1
broad-exception-raised 1
too-many-arguments 6
redefined-builtin 2
no-else-return 1
consider-merging-isinstance 2
unused-variable 1
inconsistent-return-statements 3
useless-else-on-loop 1
eval-used 1
consider-using-from-import 1
unnecessary-comprehension 1
use-dict-literal 1
too-many-statements 1
unused-import 1
consider-using-in 1
trailing-newlines 1
duplicate-code 3

Count per modules

Name Count
agentlib_flexquant 2
agentlib_flexquant.generate_flex_agents 81
agentlib_flexquant.optimization_backends.constrained_cia 18
agentlib_flexquant.modules.baseline_mpc 8
agentlib_flexquant.modules.shadow_mpc 17
agentlib_flexquant.modules.flexibility_market 32
agentlib_flexquant.modules.flexibility_indicator 58
agentlib_flexquant.utils.parsing 23
agentlib_flexquant.utils.config_management 14
agentlib_flexquant.utils.data_handling 13
agentlib_flexquant.utils.interactive 30
agentlib_flexquant.data_structures.market 15
agentlib_flexquant.data_structures.flex_kpis 32
agentlib_flexquant.data_structures.mpcs 13
agentlib_flexquant.data_structures.flex_offer 15
agentlib_flexquant.data_structures.flex_results 30
agentlib_flexquant.data_structures.flexquant 23
agentlib_flexquant.data_structures.globals 4
agentlib_flexquant.data_structures.__init__ 4

Count per path

Name Count
agentlib_flexquant/__init__.py 2
agentlib_flexquant/generate_flex_agents.py 81
agentlib_flexquant/optimization_backends/constrained_cia.py 18
agentlib_flexquant/modules/baseline_mpc.py 8
agentlib_flexquant/modules/shadow_mpc.py 17
agentlib_flexquant/modules/flexibility_market.py 32
agentlib_flexquant/modules/flexibility_indicator.py 58
agentlib_flexquant/utils/parsing.py 23
agentlib_flexquant/utils/config_management.py 14
agentlib_flexquant/utils/data_handling.py 13
agentlib_flexquant/utils/interactive.py 30
agentlib_flexquant/data_structures/market.py 15
agentlib_flexquant/data_structures/flex_kpis.py 32
agentlib_flexquant/data_structures/mpcs.py 13
agentlib_flexquant/data_structures/flex_offer.py 15
agentlib_flexquant/data_structures/flex_results.py 30
agentlib_flexquant/data_structures/flexquant.py 23
agentlib_flexquant/data_structures/globals.py 4
agentlib_flexquant/data_structures/__init__.py 4