json initial

.idea/.gitignore

+# Default ignored files
+/shelf/
+/workspace.xml

.idea/inspectionProfiles/profiles_settings.xml

+<component name="InspectionProjectProfileManager">
+  <settings>
+    <option name="USE_PROJECT_PROFILE" value="false" />
+    <version value="1.0" />
+  </settings>
+</component>
\ No newline at end of file

.idea/misc.xml

+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectRootManager" version="2" project-jdk-name="Python 3.9 (pandas reading)" project-jdk-type="Python SDK" />
+</project>
\ No newline at end of file

.idea/modules.xml

+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectModuleManager">
+    <modules>
+      <module fileurl="file://$PROJECT_DIR$/.idea/pandas reading.iml" filepath="$PROJECT_DIR$/.idea/pandas reading.iml" />
+    </modules>
+  </component>
+</project>
\ No newline at end of file

.idea/pandas reading.iml

+<?xml version="1.0" encoding="UTF-8"?>
+<module type="PYTHON_MODULE" version="4">
+  <component name="NewModuleRootManager">
+    <content url="file://$MODULE_DIR$">
+      <excludeFolder url="file://$MODULE_DIR$/venv" />
+    </content>
+    <orderEntry type="inheritedJdk" />
+    <orderEntry type="sourceFolder" forTests="false" />
+  </component>
+</module>
\ No newline at end of file

.idea/vcs.xml

+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="VcsDirectoryMappings">
+    <mapping directory="$PROJECT_DIR$" vcs="Git" />
+  </component>
+</project>
\ No newline at end of file

app.py

+from scrips.core.handlers.read_data import data_set
+
+data_set()
\ No newline at end of file

main.py

+from scrips.core.handlers.read_data import data_set
+
+data_set()
\ No newline at end of file

scrips/core/handlers/read_data.py

+import pandas as pd
+
+
+def data_set():
+    # reading data frames as chunks
+    data_frame = pd.read_csv('scrips/utils/MOCK_DATA.csv', chunksize=100)
+    # concatenating first name and into full name
+    head_of_new_data = []
+    i = 1
+    new_dataframe = pd.DataFrame(columns=head_of_new_data)
+    for chunks in data_frame:
+        chunks['full_name'] = chunks['first_name'] + chunks['last_name']
+
+        while i > 0:
+            head_of_new_data.append(chunks.head(0))
+            i = i - 1
+        new_dataframe = pd.concat([new_dataframe, chunks])
+    new_dataframe.to_csv('E:\pandas reading\scrips/utils/append.csv', index=False)
+    # finding a name with certain id
+    # search_id = 200
+    # result = chunks.loc[chunks['id'] == search_id]
+    # if result == [""]:
+    #     break
+    # else:
+    #     print(result)
+    # finding elements with iloc()
+    # result_of_iloc = chunks.iloc[5, 3]
+    # print(result_of_iloc)

scrips/main_call.py

+