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Table of Contents
2. Using awk for Field-Based Text Processing
Basic awk Syntax
3. Combining sed and awk
4. Practical Examples
Home System Tutorial LINUX How to Use `sed` and `awk` for Text Processing in Linux

How to Use `sed` and `awk` for Text Processing in Linux

Jul 29, 2025 am 01:59 AM

sed and awk are powerful text processing tools in Linux, suitable for efficient text operations under the command line, for log parsing, configuration file editing, and data conversion. 1. sed is used for stream editing, and can perform text replacement (such as s/old/new/replacement for the first time, s/old/new/g global replacement), operate on specific lines (such as 3s/old/new/only line 3, 2,5s/old/new/g lines 2 to 5), delete lines (/^$/d delete empty lines, /error/d delete lines containing error), insert or append text (/start/i\New line before insert before matching, /end/a\New line after matching line append after matching), use the -i option to directly modify the file. It is recommended to use other separators such as | to avoid "slash hell" when path replacement. 2. awk is good at field-based text processing. The basic syntax is awk 'pattern { action }' file.txt. The fields are separated by blank by default. The specified fields can be printed ({print $1, $3}), the delimiter is specified with -F (-F','process CSV, -F':'process passwd files), and the pattern filtering is supported ($2 == "active" prints the line with the second field active, /error/ matches the line with error and prints the line number NR), and can be calculated ({sum = $2} END {print "Total:", sum} sum), adds conditions and formatted output ($3 > 100 {print $1 " is over budget"}), built-in variables include NR (current line number), NF (current line field number), FILENAME (file name), such as {print NR ". " $0 " (fields: " NF ")"}. 3. Sed and awk can be used in combination to achieve complex processing through pipelines: first use sed to clean the text and then awk processing, such as sed 's/^\[ \\t\]\*//; s/\[ \\t\]\*$//' file.txt | awk '$2 > 50 {print $1}' and print the first field with the second field greater than 50; or awk extracts the field and appends the content, such as awk -F'|' '{print $2, $4}' data.txt | sed 's/$/ added/'. 4. Practical applications include: extracting the IP in the log and counting grep -oE '\b([0-9]{1,3}\.){3}[0-9]{1,3}\b' access.log | sort | uniq -c, and then filtering the IP accessed more than 100 times with awk '$1 > 100 {print $2}'; safely modify the configuration file sed -i.bak 's/^#\(Port 22\)/\1/' /etc/ssh/sshd_config uncomment Port 22 and back up the original file; formatting ps output ps aux | awk '$3 > 5.0 {print $1, $2, $3, $11}' | head -10 lists the top 10 processes that use more than 5% of the CPU. In short, sed is used when processing text streams, and awk is used when analyzing structured data. The combination of the two can greatly improve the efficiency of command line text processing.

How to Use `sed` and `awk` for Text Processing in Linux

sed and awk are two of the most powerful text-processing tools in Linux. They allow you to manipulate text efficiently from the command line, making them essential for log parsing, configuration file editing, and data transformation. Here's how to use them effectively.

How to Use `sed` and `awk` for Text Processing in Linux

1. Using sed for Stream Editing

sed (stream editor) is ideal for performing basic text transformations on an input stream (a file or input from a pipeline).

Common sed Operations

  • Substitute text
    Replace the first occurrence of a pattern on each line:

    How to Use `sed` and `awk` for Text Processing in Linux
     sed 's/old/new/' file.txt

    Replace all occurrences:

     sed 's/old/new/g' file.txt
  • Replace on specific lines
    Only replace on line 3:

    How to Use `sed` and `awk` for Text Processing in Linux
     sed '3s/old/new/' file.txt

    Replace in a range (lines 2 to 5):

     sed '2,5s/old/new/g' file.txt
  • Delete lines
    Delete blank lines:

     sed '/^$/d' file.txt

    Delete lines containing a pattern:

     sed '/error/d' file.log
  • Insert or append text
    Insert a line before a match:

     sed '/start/i\New line before' file.txt

    Append a line after a match:

     sed '/end/a\New line after' file.txt
  • Edit files in place
    Use -i to save changes directly:

     sed -i 's/foo/bar/g' config.txt

? Tip: Use a different delimiter (like | ) to avoid "slash hell" when working with paths:

 sed 's|/home/user|/tmp|g' file.txt

2. Using awk for Field-Based Text Processing

awk excels at processing structured text (like CSV or log files), where data is organized in fields.

Basic awk Syntax

 awk 'pattern { action }' file.txt
  • Print specific fields
    By default, fields are separated by whitespace. Print the first and third fields:

     awk '{print $1, $3}' data.txt
  • Use a custom delimiter
    For comma-separated values:

     awk -F',' '{print $2}' users.csv

    Or with a colon (eg, /etc/passwd ):

     awk -F':' '{print $1, $6}' /etc/passwd
  • Filter lines with patterns
    Print lines where the second field equals "active":

     awk '$2 == "active" {print $0}' status.txt

    Print lines containing the word "error":

     awk '/error/ {print NR, $0}' app.log
  • Perform calculations
    Sum values in the second column:

     awk '{sum = $2} END {print "Total:", sum}' numbers.txt
  • Add conditions and formatting

     awk '$3 > 100 {print $1 " is over budget"}' expenses.txt
  • Built-in variables

    • NR – Current record (line) number
    • NF – Number of fields in the current line
    • FILENAME – Name of the input file

    Example:

     awk '{print NR ". " $0 " (fields: " NF ")"}' data.txt

3. Combining sed and awk

You can pipe sed and awk together for advanced processing:

  • Clean up text with sed , then process with awk :

     sed 's/^[ \t]*//; s/[ \t]*$//' file.txt | awk '$2 > 50 {print $1}'

    (Removes leading/trailing whitespace, then prints first field if second field > 50)

  • Extract and reformat data:

     awk -F'|' '{print $2, $4}' data.txt | sed 's/$/ added/'

    (Prints fields 2 and 4, then appends " added" to each line)


4. Practical Examples

  • Extract IPs from a log and count occurences:

     grep -oE '\b([0-9]{1,3}\.){3}[0-9]{1,3}\b' access.log | sort | uniq -c

    Then use awk to filter suspicious ones:

     awk '$1 > 100 {print $2}' # IPs accessed more than 100 times
  • Modify configuration files safely:

     sed -i.bak 's/^#\(Port 22\)/\1/' /etc/ssh/sshd_config

    (Uncomments "Port 22" and creates a backup)

  • Format output from ps :

     ps aux | awk '$3 > 5.0 {print $1, $2, $3, $11}' | head -10

    (Lists top 10 processes with CPU > 5%)


Both tools are scriptable and can handle complex logic, but for quick command-line text manipulation, even simple one-liners save a lot of time. Start with basic substitutions and field printing, then build up as needed.

Basically, if you're editing text streams — use sed . If you're analyze or reporting on structured data — reach for awk .

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