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diff --git a/neuron/22009d2d-5405-4213-9214-3625c42630dd/.zk/templates/default.md b/neuron/34679fdf-5a10-42d3-941d-d835c4b29c36/.zk/templates/default.md
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diff --git a/neuron/22009d2d-5405-4213-9214-3625c42630dd/653c0b1d_host_protocols_of_ARPANET.md b/neuron/34679fdf-5a10-42d3-941d-d835c4b29c36/653c0b1d_host_protocols_of_ARPANET.md
similarity index 95%
rename from neuron/22009d2d-5405-4213-9214-3625c42630dd/653c0b1d_host_protocols_of_ARPANET.md
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index 04d7e29..4fbbdf6 100644
--- a/neuron/22009d2d-5405-4213-9214-3625c42630dd/653c0b1d_host_protocols_of_ARPANET.md
+++ b/neuron/34679fdf-5a10-42d3-941d-d835c4b29c36/653c0b1d_host_protocols_of_ARPANET.md
@@ -9,7 +9,7 @@ The responsibility for enabling communication between nodes fell to the hosts,
 not the [IMPs](e470bf3d_IMPs_in_the_ARPANET.md). At the lowest level (equivalent
 to the [link layer](Link_Layer_of_Internet_Protocol.md) in the subsequent
 internet?), this consisted in moving raw bits between hosts regardless of what
-specific type of data encoded.
+specific type of data they encoded.
 
 In the book (_Where Wizards Stay Up Late_), there is a great description by
 analogy:
diff --git a/neuron/22009d2d-5405-4213-9214-3625c42630dd/861cc26e_ARPA_origins.md b/neuron/34679fdf-5a10-42d3-941d-d835c4b29c36/861cc26e_ARPA_origins.md
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diff --git a/neuron/22009d2d-5405-4213-9214-3625c42630dd/Apollo_Server.md b/neuron/34679fdf-5a10-42d3-941d-d835c4b29c36/Apollo_Server.md
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diff --git a/neuron/34679fdf-5a10-42d3-941d-d835c4b29c36/Appending_to_files_in_Python.md b/neuron/34679fdf-5a10-42d3-941d-d835c4b29c36/Appending_to_files_in_Python.md
new file mode 100644
index 0000000..3dc0dbe
--- /dev/null
+++ b/neuron/34679fdf-5a10-42d3-941d-d835c4b29c36/Appending_to_files_in_Python.md
@@ -0,0 +1,18 @@
+---
+tags: [python, file-system, procedural]
+created: Friday, October 25, 2024
+---
+
+# Appending to files in Python
+
+```py
+file = open("example.txt", "a")
+file.write('Add something to the end of the file')
+file.close()
+```
+
+```py
+with open("example.txt", "a"):
+    file.write("Add something to the end of the file")
+file.close()
+```
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diff --git a/neuron/34679fdf-5a10-42d3-941d-d835c4b29c36/File_CRUD_operations_in_Python.md b/neuron/34679fdf-5a10-42d3-941d-d835c4b29c36/File_CRUD_operations_in_Python.md
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--- /dev/null
+++ b/neuron/34679fdf-5a10-42d3-941d-d835c4b29c36/File_CRUD_operations_in_Python.md
@@ -0,0 +1,24 @@
+---
+tags: [python, file-system, procedural]
+created: Friday, October 25, 2024
+---
+
+# File CRUD operations in Python
+
+Most create, delete, move etc operations invoke the inbuilt `os` module.
+
+// Add directory CRUD operations in Python
+
+## Renaming files (moving)
+
+```py
+import os
+os.rename('original-file-name.txt', 'new-file-name.txt')
+```
+
+## Deleting files
+
+```py
+import os
+os.remove('file-name.txt')
+```
diff --git a/neuron/22009d2d-5405-4213-9214-3625c42630dd/File_descriptors.md b/neuron/34679fdf-5a10-42d3-941d-d835c4b29c36/File_descriptors.md
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diff --git a/neuron/34679fdf-5a10-42d3-941d-d835c4b29c36/File_system_error_handling_in_Python.md b/neuron/34679fdf-5a10-42d3-941d-d835c4b29c36/File_system_error_handling_in_Python.md
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@@ -0,0 +1,20 @@
+---
+tags: [python, file-system, procedural]
+created: Friday, October 25, 2024
+---
+
+# File system error handling in Python
+
+The [error handler](Error_handling_in_Python.md) in the case of a file not being
+found:
+
+```py
+try:
+    with open('filename.txt', 'r') as file:
+    contents = file.readlines()
+    for line in lines:
+        print(line)
+except FileNotFoundError as err:
+    print("File does not exist")
+    print(err)
+```
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diff --git a/neuron/22009d2d-5405-4213-9214-3625c42630dd/IO_in_Python.md b/neuron/34679fdf-5a10-42d3-941d-d835c4b29c36/Reading_files_in_Python.md
similarity index 55%
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index 99f84ed..bf17aa0 100644
--- a/neuron/22009d2d-5405-4213-9214-3625c42630dd/IO_in_Python.md
+++ b/neuron/34679fdf-5a10-42d3-941d-d835c4b29c36/Reading_files_in_Python.md
@@ -1,36 +1,9 @@
 ---
-tags: [python]
+tags: [python, file-system, procedural]
+created: Friday, October 25, 2024
 ---
 
-# IO in Python
-
-## The open() object
-
-The built-in `open()` function creates a **file object** that allows us to read,
-write and append to files.
-
-The general syntax is as follows:
-
-```py
-file_object = open(<file_name>, <access_mode>)
-```
-
-`<file_name>` is obviously a path to the file you want to read, create or
-modify. The `<access_mode>` denotes the mode in which to open the file. The most
-frequently used are:
-
-- `r`
-  - read
-- `w`
-  - write
-- `a`
-  - append
-
-### All access modes
-
-In addition we have the following access modes
-
-## Reading files
+# Reading files in Python
 
 Once a file object has been intialised with `open()` there are several ways in
 which the content can be read:
@@ -41,7 +14,7 @@ which the content can be read:
 | `readline`  | Read the contents of a file a line at a time. You would combine this with a loop so that you can do something with each individual line. |
 | `readlines` | Return a list of all the lines in a file. Each line will be an element in the list.                                                      |
 
-### Read
+## Read
 
 `read` reads the entire contents of a file and returns it as a single string.
 
@@ -77,7 +50,7 @@ for line in lines:
         # do something with line
 ```
 
-### Readline
+## Readline
 
 > The readline() method in Python is used to read a single line from a file. It
 > is typically used when you want to process a file line by line, rather than
@@ -107,7 +80,7 @@ while line:
 file.close()
 ```
 
-### Readlines
+## Readlines
 
 The `readlines()` method is used to read all the lines of a file and return them
 as a list of strings, where each element of the list is a line from the file.
@@ -125,76 +98,5 @@ for line in lines:
 
 # Close the file
 file.close()
-```
-
-### Error handling
-
-Obviously file access can raise errors - typically when the file you want to
-access does not exist (i.e. a `FileNotFoundError`
-[exception](Error_handling_in_Python.md)). We can manage this scenario with
-[exception handlers](Error_handling_in_Python.md):
-
-```py
-try:
-    with open('filename.txt', 'r') as file:
-    contents = file.readlines()
-    for line in lines:
-        print(line)
-except FileNotFoundError as err:
-    print("File does not exist")
-    print(err)
-```
-
-## Close and "with as"
-
-You notice that once we have finished with our I/O operation, we must call
-`file.close()` to terminate the process. This removes the reference to the file
-from memory.
-
-A more pythonic and concise way of reading files and closing them is to use
-`with...as` syntax. When this phrasing is used, a self-contained context is
-created for the I/O operation that closes the file automatically.
-
-```py
-with open('filename.txt', 'r') as file:
-    contents = file.read()
-    print(contents)
-```
-
-## Writing to files
-
-Again we create a file object with `open()` and this time use the `write`
-method:
-
-```py
-# Open file in write mode
-file = open("example.txt", "w")
-
-# Write some text to the file
-file.write("Hello, this is an example text written using Python.")
-
-# Close the file
-file.close()
-```
-
-> Note that in the above example, if the file does not already exist, it will
-> create it. If it does exist, it will overwrite its contents with the new data.
-> So we use `write` to create new files as well as to write to existing files.
-
-## Renaming and deleting files
-
-We have to use another built-in module to rename and delete files: `os`.
-
-To rename an existing file:
-
-```py
-import os
-os.rename('original-file-name.txt', 'new-file-name.txt')
-```
-
-To delete a file:
-
-```py
-import os
-os.remove('file-name.txt')
+`
 ```
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diff --git a/neuron/34679fdf-5a10-42d3-941d-d835c4b29c36/With_open_in_Python.md b/neuron/34679fdf-5a10-42d3-941d-d835c4b29c36/With_open_in_Python.md
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+---
+tags: [python]
+created: Friday, October 25, 2024
+---
+
+# With open in Python
+
+We use the `open()` method to create a **file object** that allows us to read,
+write and append to files.
+
+The general syntax is as follows:
+
+```py
+file_object = open(<file_name>, <access_mode>)
+```
+
+`<file_name>` is a path to the file you want to read, create or modify. The
+`<access_mode>` denotes the mode in which to open the file. The most frequently
+used are:
+
+- `r`
+  - [read](Reading_files_in_Python.md)
+- `w`
+  - [write](Writing_to_files_in_Python.md)
+- `a`
+  - [append](Appending_to_files_in_Python.md)
+
+When we have finished with an I/O operation, such as reading from or writing to
+a file, we must call `file.close()` to terminate the process. This removes the
+reference to the file from memory.
+
+A more pythonic and concise way of reading files and closing them is to use
+`with...as` syntax. When this phrasing is used, a self-contained context is
+created for the I/O operation that closes the file automatically.
+
+```py
+with open('filename.txt', 'r') as file:
+    contents = file.read()
+    print(contents)
+```
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diff --git a/neuron/34679fdf-5a10-42d3-941d-d835c4b29c36/Writing_to_files_in_Python.md b/neuron/34679fdf-5a10-42d3-941d-d835c4b29c36/Writing_to_files_in_Python.md
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@@ -0,0 +1,32 @@
+---
+tags: [python, file-system, procedural]
+created: Friday, October 25, 2024
+---
+
+# Writing to files in Python
+
+We create a file object with `open()` and use the `write` method:
+
+```py
+# Open file in write mode
+file = open("example.txt", "w")
+
+# Write some text to the file
+file.write("Hello, this is an example text written using Python.")
+
+# Close the file
+file.close()
+```
+
+Alternatively we use `with open` which automatically closes the file:
+
+```py
+
+with open("example.txt", "w") as file
+    file.write('some lines')
+
+```
+
+> Note that in the above example, if the file does not already exist, it will
+> create it. If it does exist, it will overwrite its contents with the new data.
+> So we use `write` to create new files as well as to write to existing files.
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index 0000000..744ad53
--- /dev/null
+++ b/neuron/34679fdf-5a10-42d3-941d-d835c4b29c36/c8173d17_TIMPs.md
@@ -0,0 +1,23 @@
+---
+tags: [ARPANET, networks, computer-history]
+created: Friday, October 25, 2024
+---
+
+# c8173d17_TIMPs
+
+After the initial ARPANET was complete, the next major milestone was to enable
+access to the network regardless of one's proximity to a host node with an IMP
+connection.
+
+The idea was to allow a computer to access resources on another computer
+directly without connecting to a host first. This connective computer would
+connect to an IMP directly (but still transparently) as a 'dumb terminal' as
+with time-sharing and would not be a fully-fledged computing device. These
+devices would be called _Terminal_ Information Processors (TIMPs) for this
+reason.
+
+The development of TIMPs makes it clearer that the host machines on the ARPANET
+were not just connection and transmission nodes for their own purpose, they were
+loci for other non-host computers to gain access to an IMP, and thereby, the
+broader network. In other words computers would connect to a host which
+sustained a connection to an IMP.
diff --git a/neuron/22009d2d-5405-4213-9214-3625c42630dd/cfbef1c4_web_precursors.md b/neuron/34679fdf-5a10-42d3-941d-d835c4b29c36/cfbef1c4_web_precursors.md
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diff --git a/neuron/22009d2d-5405-4213-9214-3625c42630dd/e470bf3d_IMPs_in_the_ARPANET.md b/neuron/34679fdf-5a10-42d3-941d-d835c4b29c36/e470bf3d_IMPs_in_the_ARPANET.md
similarity index 96%
rename from neuron/22009d2d-5405-4213-9214-3625c42630dd/e470bf3d_IMPs_in_the_ARPANET.md
rename to neuron/34679fdf-5a10-42d3-941d-d835c4b29c36/e470bf3d_IMPs_in_the_ARPANET.md
index fe92799..59b49bb 100644
--- a/neuron/22009d2d-5405-4213-9214-3625c42630dd/e470bf3d_IMPs_in_the_ARPANET.md
+++ b/neuron/34679fdf-5a10-42d3-941d-d835c4b29c36/e470bf3d_IMPs_in_the_ARPANET.md
@@ -1,5 +1,5 @@
 ---
-tags: [ARPA, ARPANET, networks, computer-history]
+tags: [ARPANET, networks, computer-history]
 created: Friday, October 18, 2024
 ---
 
diff --git a/neuron/22009d2d-5405-4213-9214-3625c42630dd/f0f70a3c_ARPANET_motivations.md b/neuron/34679fdf-5a10-42d3-941d-d835c4b29c36/f0f70a3c_ARPANET_motivations.md
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diff --git a/neuron/22009d2d-5405-4213-9214-3625c42630dd/fs.md b/neuron/34679fdf-5a10-42d3-941d-d835c4b29c36/fs.md
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diff --git a/neuron/22009d2d-5405-4213-9214-3625c42630dd/head.html b/neuron/34679fdf-5a10-42d3-941d-d835c4b29c36/head.html
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diff --git a/neuron/22009d2d-5405-4213-9214-3625c42630dd/http_in_Node.md b/neuron/34679fdf-5a10-42d3-941d-d835c4b29c36/http_in_Node.md
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diff --git a/neuron/22009d2d-5405-4213-9214-3625c42630dd/index.md b/neuron/34679fdf-5a10-42d3-941d-d835c4b29c36/index.md
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index 5dd51c2..66202da 100644
--- a/neuron/22009d2d-5405-4213-9214-3625c42630dd/index.md
+++ b/neuron/34679fdf-5a10-42d3-941d-d835c4b29c36/index.md
@@ -13,23 +13,23 @@ computer science.
 
 ![not-by-ai-badge](static/not-by-ai-alternative--light.svg)
  
-**Build ID:** 22009d2d-5405-4213-9214-3625c42630dd
+**Build ID:** 34679fdf-5a10-42d3-941d-d835c4b29c36
 
-**Published:** Thu 24 Oct 2024 20:15:17
+**Published:** Fri 25 Oct 2024 09:51:21
 
 ### Recent edits 
 
-- [[653c0b1d_host_protocols_of_ARPANET]] 
-- [[cfbef1c4_web_precursors]] 
+- [[Reading_files_in_Python]] 
+- [[File_CRUD_operations_in_Python]] 
+- [[With_open_in_Python]] 
+- [[Writing_to_files_in_Python]] 
+- [[Error_handling_in_Python]] 
+- [[File_system_error_handling_in_Python]] 
+- [[Appending_to_files_in_Python]] 
 - [[e470bf3d_IMPs_in_the_ARPANET]] 
-- [[f0f70a3c_ARPANET_motivations]] 
-- [[Threads]] 
-- [[385af4b4_Baran_distributed_networks]] 
-- [[861cc26e_ARPA_origins]] 
-- [[Compile_Python_app_to_single_executable]] 
 
 
-### All notes (467) 
+### All notes (473) 
 
 - [[385af4b4_Baran_distributed_networks]] 
 - [[653c0b1d_host_protocols_of_ARPANET]] 
@@ -51,6 +51,7 @@ computer science.
 - [[Any]] 
 - [[Apollo_Client]] 
 - [[Apollo_Server]] 
+- [[Appending_to_files_in_Python]] 
 - [[Application_Layer_of_Internet_Protocol]] 
 - [[Application_state_management_with_React_hooks]] 
 - [[Application_structure]] 
@@ -184,8 +185,10 @@ computer science.
 - [[Factory_pattern]] 
 - [[Fetch_decode_execute]] 
 - [[Fetch_from_Secrets_Manager]] 
+- [[File_CRUD_operations_in_Python]] 
 - [[File_descriptors]] 
 - [[File_permissions_and_execution_in_Bash]] 
+- [[File_system_error_handling_in_Python]] 
 - [[Filesystems]] 
 - [[Find_Bash_command]] 
 - [[Flip_flops]] 
@@ -222,7 +225,6 @@ computer science.
 - [[Headless_Raspi_network_setup]] 
 - [[Heap_memory]] 
 - [[Hexadecimal_number_system]] 
-- [[IO_in_Python]] 
 - [[IP_addresses]] 
 - [[Identify_merged_branches]] 
 - [[Importing_MongoDB_data]] 
@@ -367,6 +369,7 @@ computer science.
 - [[React_useReducer]] 
 - [[React_useState]] 
 - [[Read_command__in_Bash]] 
+- [[Reading_files_in_Python]] 
 - [[Reciprocals]] 
 - [[Recursion]] 
 - [[Redirect_to_dev_null]] 
@@ -480,11 +483,14 @@ computer science.
 - [[Why_computers_use_binary]] 
 - [[Wildcards_in_SQL]] 
 - [[Williams_Tube_memory]] 
+- [[With_open_in_Python]] 
 - [[Working_with_CSVs_in_Python]] 
 - [[Working_with_JSON_in_Python]] 
 - [[Working_with_numbers_in_Bash]] 
+- [[Writing_to_files_in_Python]] 
 - [[Zero_property_of_multiplication]] 
 - [[Zip_function_in_Python]] 
+- [[c8173d17_TIMPs]] 
 - [[cfbef1c4_web_precursors]] 
 - [[e470bf3d_IMPs_in_the_ARPANET]] 
 - [[f0f70a3c_ARPANET_motivations]] 
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diff --git a/neuron/22009d2d-5405-4213-9214-3625c42630dd/v8.md b/neuron/34679fdf-5a10-42d3-941d-d835c4b29c36/v8.md
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diff --git a/zk/.zk/notebook.db b/zk/.zk/notebook.db
index bb948c4..28dbfb2 100644
Binary files a/zk/.zk/notebook.db and b/zk/.zk/notebook.db differ
diff --git a/zk/653c0b1d_host_protocols_of_ARPANET.md b/zk/653c0b1d_host_protocols_of_ARPANET.md
index 04d7e29..4fbbdf6 100644
--- a/zk/653c0b1d_host_protocols_of_ARPANET.md
+++ b/zk/653c0b1d_host_protocols_of_ARPANET.md
@@ -9,7 +9,7 @@ The responsibility for enabling communication between nodes fell to the hosts,
 not the [IMPs](e470bf3d_IMPs_in_the_ARPANET.md). At the lowest level (equivalent
 to the [link layer](Link_Layer_of_Internet_Protocol.md) in the subsequent
 internet?), this consisted in moving raw bits between hosts regardless of what
-specific type of data encoded.
+specific type of data they encoded.
 
 In the book (_Where Wizards Stay Up Late_), there is a great description by
 analogy:
diff --git a/zk/Appending_to_files_in_Python.md b/zk/Appending_to_files_in_Python.md
new file mode 100644
index 0000000..3dc0dbe
--- /dev/null
+++ b/zk/Appending_to_files_in_Python.md
@@ -0,0 +1,18 @@
+---
+tags: [python, file-system, procedural]
+created: Friday, October 25, 2024
+---
+
+# Appending to files in Python
+
+```py
+file = open("example.txt", "a")
+file.write('Add something to the end of the file')
+file.close()
+```
+
+```py
+with open("example.txt", "a"):
+    file.write("Add something to the end of the file")
+file.close()
+```
diff --git a/zk/File_CRUD_operations_in_Python.md b/zk/File_CRUD_operations_in_Python.md
new file mode 100644
index 0000000..0dc5aba
--- /dev/null
+++ b/zk/File_CRUD_operations_in_Python.md
@@ -0,0 +1,24 @@
+---
+tags: [python, file-system, procedural]
+created: Friday, October 25, 2024
+---
+
+# File CRUD operations in Python
+
+Most create, delete, move etc operations invoke the inbuilt `os` module.
+
+// Add directory CRUD operations in Python
+
+## Renaming files (moving)
+
+```py
+import os
+os.rename('original-file-name.txt', 'new-file-name.txt')
+```
+
+## Deleting files
+
+```py
+import os
+os.remove('file-name.txt')
+```
diff --git a/zk/File_system_error_handling_in_Python.md b/zk/File_system_error_handling_in_Python.md
new file mode 100644
index 0000000..68f95a7
--- /dev/null
+++ b/zk/File_system_error_handling_in_Python.md
@@ -0,0 +1,20 @@
+---
+tags: [python, file-system, procedural]
+created: Friday, October 25, 2024
+---
+
+# File system error handling in Python
+
+The [error handler](Error_handling_in_Python.md) in the case of a file not being
+found:
+
+```py
+try:
+    with open('filename.txt', 'r') as file:
+    contents = file.readlines()
+    for line in lines:
+        print(line)
+except FileNotFoundError as err:
+    print("File does not exist")
+    print(err)
+```
diff --git a/zk/IO_in_Python.md b/zk/Reading_files_in_Python.md
similarity index 55%
rename from zk/IO_in_Python.md
rename to zk/Reading_files_in_Python.md
index 99f84ed..bf17aa0 100644
--- a/zk/IO_in_Python.md
+++ b/zk/Reading_files_in_Python.md
@@ -1,36 +1,9 @@
 ---
-tags: [python]
+tags: [python, file-system, procedural]
+created: Friday, October 25, 2024
 ---
 
-# IO in Python
-
-## The open() object
-
-The built-in `open()` function creates a **file object** that allows us to read,
-write and append to files.
-
-The general syntax is as follows:
-
-```py
-file_object = open(<file_name>, <access_mode>)
-```
-
-`<file_name>` is obviously a path to the file you want to read, create or
-modify. The `<access_mode>` denotes the mode in which to open the file. The most
-frequently used are:
-
-- `r`
-  - read
-- `w`
-  - write
-- `a`
-  - append
-
-### All access modes
-
-In addition we have the following access modes
-
-## Reading files
+# Reading files in Python
 
 Once a file object has been intialised with `open()` there are several ways in
 which the content can be read:
@@ -41,7 +14,7 @@ which the content can be read:
 | `readline`  | Read the contents of a file a line at a time. You would combine this with a loop so that you can do something with each individual line. |
 | `readlines` | Return a list of all the lines in a file. Each line will be an element in the list.                                                      |
 
-### Read
+## Read
 
 `read` reads the entire contents of a file and returns it as a single string.
 
@@ -77,7 +50,7 @@ for line in lines:
         # do something with line
 ```
 
-### Readline
+## Readline
 
 > The readline() method in Python is used to read a single line from a file. It
 > is typically used when you want to process a file line by line, rather than
@@ -107,7 +80,7 @@ while line:
 file.close()
 ```
 
-### Readlines
+## Readlines
 
 The `readlines()` method is used to read all the lines of a file and return them
 as a list of strings, where each element of the list is a line from the file.
@@ -125,76 +98,5 @@ for line in lines:
 
 # Close the file
 file.close()
-```
-
-### Error handling
-
-Obviously file access can raise errors - typically when the file you want to
-access does not exist (i.e. a `FileNotFoundError`
-[exception](Error_handling_in_Python.md)). We can manage this scenario with
-[exception handlers](Error_handling_in_Python.md):
-
-```py
-try:
-    with open('filename.txt', 'r') as file:
-    contents = file.readlines()
-    for line in lines:
-        print(line)
-except FileNotFoundError as err:
-    print("File does not exist")
-    print(err)
-```
-
-## Close and "with as"
-
-You notice that once we have finished with our I/O operation, we must call
-`file.close()` to terminate the process. This removes the reference to the file
-from memory.
-
-A more pythonic and concise way of reading files and closing them is to use
-`with...as` syntax. When this phrasing is used, a self-contained context is
-created for the I/O operation that closes the file automatically.
-
-```py
-with open('filename.txt', 'r') as file:
-    contents = file.read()
-    print(contents)
-```
-
-## Writing to files
-
-Again we create a file object with `open()` and this time use the `write`
-method:
-
-```py
-# Open file in write mode
-file = open("example.txt", "w")
-
-# Write some text to the file
-file.write("Hello, this is an example text written using Python.")
-
-# Close the file
-file.close()
-```
-
-> Note that in the above example, if the file does not already exist, it will
-> create it. If it does exist, it will overwrite its contents with the new data.
-> So we use `write` to create new files as well as to write to existing files.
-
-## Renaming and deleting files
-
-We have to use another built-in module to rename and delete files: `os`.
-
-To rename an existing file:
-
-```py
-import os
-os.rename('original-file-name.txt', 'new-file-name.txt')
-```
-
-To delete a file:
-
-```py
-import os
-os.remove('file-name.txt')
+`
 ```
diff --git a/zk/With_open_in_Python.md b/zk/With_open_in_Python.md
new file mode 100644
index 0000000..0833a04
--- /dev/null
+++ b/zk/With_open_in_Python.md
@@ -0,0 +1,40 @@
+---
+tags: [python]
+created: Friday, October 25, 2024
+---
+
+# With open in Python
+
+We use the `open()` method to create a **file object** that allows us to read,
+write and append to files.
+
+The general syntax is as follows:
+
+```py
+file_object = open(<file_name>, <access_mode>)
+```
+
+`<file_name>` is a path to the file you want to read, create or modify. The
+`<access_mode>` denotes the mode in which to open the file. The most frequently
+used are:
+
+- `r`
+  - [read](Reading_files_in_Python.md)
+- `w`
+  - [write](Writing_to_files_in_Python.md)
+- `a`
+  - [append](Appending_to_files_in_Python.md)
+
+When we have finished with an I/O operation, such as reading from or writing to
+a file, we must call `file.close()` to terminate the process. This removes the
+reference to the file from memory.
+
+A more pythonic and concise way of reading files and closing them is to use
+`with...as` syntax. When this phrasing is used, a self-contained context is
+created for the I/O operation that closes the file automatically.
+
+```py
+with open('filename.txt', 'r') as file:
+    contents = file.read()
+    print(contents)
+```
diff --git a/zk/Writing_to_files_in_Python.md b/zk/Writing_to_files_in_Python.md
new file mode 100644
index 0000000..af1ad63
--- /dev/null
+++ b/zk/Writing_to_files_in_Python.md
@@ -0,0 +1,32 @@
+---
+tags: [python, file-system, procedural]
+created: Friday, October 25, 2024
+---
+
+# Writing to files in Python
+
+We create a file object with `open()` and use the `write` method:
+
+```py
+# Open file in write mode
+file = open("example.txt", "w")
+
+# Write some text to the file
+file.write("Hello, this is an example text written using Python.")
+
+# Close the file
+file.close()
+```
+
+Alternatively we use `with open` which automatically closes the file:
+
+```py
+
+with open("example.txt", "w") as file
+    file.write('some lines')
+
+```
+
+> Note that in the above example, if the file does not already exist, it will
+> create it. If it does exist, it will overwrite its contents with the new data.
+> So we use `write` to create new files as well as to write to existing files.
diff --git a/zk/c8173d17_TIMPs.md b/zk/c8173d17_TIMPs.md
new file mode 100644
index 0000000..744ad53
--- /dev/null
+++ b/zk/c8173d17_TIMPs.md
@@ -0,0 +1,23 @@
+---
+tags: [ARPANET, networks, computer-history]
+created: Friday, October 25, 2024
+---
+
+# c8173d17_TIMPs
+
+After the initial ARPANET was complete, the next major milestone was to enable
+access to the network regardless of one's proximity to a host node with an IMP
+connection.
+
+The idea was to allow a computer to access resources on another computer
+directly without connecting to a host first. This connective computer would
+connect to an IMP directly (but still transparently) as a 'dumb terminal' as
+with time-sharing and would not be a fully-fledged computing device. These
+devices would be called _Terminal_ Information Processors (TIMPs) for this
+reason.
+
+The development of TIMPs makes it clearer that the host machines on the ARPANET
+were not just connection and transmission nodes for their own purpose, they were
+loci for other non-host computers to gain access to an IMP, and thereby, the
+broader network. In other words computers would connect to a host which
+sustained a connection to an IMP.
diff --git a/zk/e470bf3d_IMPs_in_the_ARPANET.md b/zk/e470bf3d_IMPs_in_the_ARPANET.md
index bfaac34..8c1da66 100644
--- a/zk/e470bf3d_IMPs_in_the_ARPANET.md
+++ b/zk/e470bf3d_IMPs_in_the_ARPANET.md
@@ -1,5 +1,5 @@
 ---
-tags: [ARPA, ARPANET, networks, computer-history]
+tags: [ARPANET, networks, computer-history]
 created: Friday, October 18, 2024
 ---