diff --git a/osaca/__init__.py b/osaca/__init__.py
index 3c345c8..ec58fc2 100644
--- a/osaca/__init__.py
+++ b/osaca/__init__.py
@@ -1,4 +1,5 @@
 """Open Source Architecture Code Analyzer"""
+
 name = "osaca"
 __version__ = "0.5.3"
 
diff --git a/osaca/frontend.py b/osaca/frontend.py
index ae21752..763eb5c 100644
--- a/osaca/frontend.py
+++ b/osaca/frontend.py
@@ -85,9 +85,11 @@ def throughput_analysis(self, kernel, show_lineno=False, show_cmnts=True):
                 self._get_port_pressure(
                     instruction_form.port_pressure, port_len, separator=sep_list
                 ),
-                self._get_flag_symbols(instruction_form.flags)
-                if instruction_form.mnemonic is not None
-                else " ",
+                (
+                    self._get_flag_symbols(instruction_form.flags)
+                    if instruction_form.mnemonic is not None
+                    else " "
+                ),
                 instruction_form.line.strip().replace("\t", " "),
             )
             line = line if show_lineno else col_sep + col_sep.join(line.split(col_sep)[1:])
@@ -366,9 +368,11 @@ def combined_view(
                     cp_kernel if line_number in cp_lines else None,
                     lcd_lines.get(line_number),
                 ),
-                self._get_flag_symbols(instruction_form.flags)
-                if instruction_form.mnemonic is not None
-                else " ",
+                (
+                    self._get_flag_symbols(instruction_form.flags)
+                    if instruction_form.mnemonic is not None
+                    else " "
+                ),
                 instruction_form.line.strip().replace("\t", " "),
             )
         s += "\n"
diff --git a/osaca/parser/__init__.py b/osaca/parser/__init__.py
index cdaf2ed..3b5e8ba 100644
--- a/osaca/parser/__init__.py
+++ b/osaca/parser/__init__.py
@@ -3,6 +3,7 @@
 
 Only the parser below will be exported, so please add new parsers to __all__.
 """
+
 from .base_parser import BaseParser
 from .parser_x86att import ParserX86ATT
 from .parser_AArch64 import ParserAArch64
diff --git a/osaca/semantics/__init__.py b/osaca/semantics/__init__.py
index 8a0b000..47baf9e 100644
--- a/osaca/semantics/__init__.py
+++ b/osaca/semantics/__init__.py
@@ -3,6 +3,7 @@
 
 Only the classes below will be exported, so please add new semantic tools to __all__.
 """
+
 from .isa_semantics import ISASemantics, INSTR_FLAGS
 from .arch_semantics import ArchSemantics
 from .hw_model import MachineModel
diff --git a/osaca/semantics/hw_model.py b/osaca/semantics/hw_model.py
index 404f894..6f6437f 100644
--- a/osaca/semantics/hw_model.py
+++ b/osaca/semantics/hw_model.py
@@ -124,9 +124,9 @@ def __init__(self, arch=None, path_to_yaml=None, isa=None, lazy=False):
                     new_iform = InstructionForm(
                         mnemonic=iform["name"].upper() if "name" in iform else None,
                         operands=iform["operands"] if "operands" in iform else [],
-                        hidden_operands=iform["hidden_operands"]
-                        if "hidden_operands" in iform
-                        else [],
+                        hidden_operands=(
+                            iform["hidden_operands"] if "hidden_operands" in iform else []
+                        ),
                         directive_id=iform["directive"] if "directive" in iform else None,
                         comment_id=iform["comment"] if "comment" in iform else None,
                         line=iform["line"] if "line" in iform else None,
@@ -136,14 +136,16 @@ def __init__(self, arch=None, path_to_yaml=None, isa=None, lazy=False):
                         uops=iform["uops"] if "uops" in iform else None,
                         port_pressure=iform["port_pressure"] if "port_pressure" in iform else None,
                         operation=iform["operation"] if "operation" in iform else None,
-                        breaks_dependency_on_equal_operands=iform[
-                            "breaks_dependency_on_equal_operands"
-                        ]
-                        if "breaks_dependency_on_equal_operands" in iform
-                        else False,
-                        semantic_operands=iform["semantic_operands"]
-                        if "semantic_operands" in iform
-                        else {"source": [], "destination": [], "src_dst": []},
+                        breaks_dependency_on_equal_operands=(
+                            iform["breaks_dependency_on_equal_operands"]
+                            if "breaks_dependency_on_equal_operands" in iform
+                            else False
+                        ),
+                        semantic_operands=(
+                            iform["semantic_operands"]
+                            if "semantic_operands" in iform
+                            else {"source": [], "destination": [], "src_dst": []}
+                        ),
                     )
                     # List containing classes with same name/instruction
                     self._data["instruction_forms_dict"][iform["name"]].append(new_iform)
diff --git a/osaca/semantics/isa_semantics.py b/osaca/semantics/isa_semantics.py
index 31be19c..a84602d 100644
--- a/osaca/semantics/isa_semantics.py
+++ b/osaca/semantics/isa_semantics.py
@@ -287,17 +287,13 @@ def _apply_found_ISA_data(self, isa_data, operands):
                     dict_key = (
                         "src_dst"
                         if op.source and op.destination
-                        else "source"
-                        if op.source
-                        else "destination"
+                        else "source" if op.source else "destination"
                     )
                 else:
                     dict_key = (
                         "src_dst"
                         if op["source"] and op["destination"]
-                        else "source"
-                        if op["source"]
-                        else "destination"
+                        else "source" if op["source"] else "destination"
                     )
                 op_dict[dict_key].append(op)