jq（杰克）

jq - JSON Processor

jq is a lightweight and flexible command-line JSON processor. It's like sed for JSON data - you can use it to slice, filter, map, and transform structured data.

Quick Start

# Pretty-print JSON
cat data.json | jq '.'

# Extract a field
cat data.json | jq '.name'

# Filter an array
cat data.json | jq '.items[] | select(.price > 10)'

# Transform data structure
cat data.json | jq '{name: .firstName, age: .years}'

Core Concepts

Basic Filter: .

The simplest jq program is ., which passes input through unchanged (useful for pretty-printing).

echo '{"name":"John","age":30}' | jq '.'

Object Identifier-Index: .foo, .foo.bar

Access object properties using dot notation.

# Extract single field
echo '{"name": "John", "age": 30}' | jq '.name'
# Output: "John"

# Access nested properties
echo '{"user": {"name": "John", "email": "john@example.com"}}' | jq '.user.email'
# Output: "john@example.com"

Array Index: .[0], .[2], .[-1]

Access array elements by index (negative indices count from the end).

# Get first element
echo '["a", "b", "c"]' | jq '.[0]'
# Output: "a"

# Get last element
echo '["a", "b", "c"]' | jq '.[-1]'
# Output: "c"

# Get range of elements
echo '[1, 2, 3, 4, 5]' | jq '.[1:3]'
# Output: [2, 3]

Array/Object Value Iterator: .[]

Iterate over all elements of an array or values of an object.

# Iterate array
echo '[1, 2, 3]' | jq '.[]'
# Output: 1, 2, 3 (each on new line)

# Iterate object values
echo '{"a": 1, "b": 2}' | jq '.[]'
# Output: 1, 2

Pipe: |

Combine filters by piping output of one into the next.

# Get first item's name from array
echo '[{"name":"Alice"},{"name":"Bob"}]' | jq '.[0] | .name'
# Output: "Alice"

Common Filters

Select: select(condition)

Filter elements based on a condition.

# Filter objects where age > 25
echo '[{"name":"Alice","age":30},{"name":"Bob","age":20}]' | jq '.[] | select(.age > 25)'

# Select with multiple conditions
cat users.json | jq '.[] | select(.age > 18 and .active == true)'

Keys: keys, keys_unsorted

Get keys of an object.

# Get sorted keys
echo '{"z": 1, "a": 2, "m": 3}' | jq 'keys'
# Output: ["a", "m", "z"]

# Get keys in original order
echo '{"z": 1, "a": 2}' | jq 'keys_unsorted'

Length: length

Get length of string, array, or number of keys in object.

# Array length
echo '[1, 2, 3, 4]' | jq 'length'
# Output: 4

# String length
echo '"hello"' | jq 'length'
# Output: 5

# Object key count
echo '{"a": 1, "b": 2}' | jq 'length'
# Output: 2

Type: type

Get the type of a value.

echo '{"name": "test", "count": 5}' | jq '.[] | type'
# Output: "string", "number"

Contains: contains(element)

Check if an element is contained in the input.

echo '["foo", "bar"]' | jq 'contains(["bar"])'
# Output: true

echo '{"name": "foo", "value": 42}' | jq 'contains({"name": "foo"})'

Has Key: has(key)

Check if object has a specific key.

# Check if has key
echo '{"name": "John", "age": 30}' | jq 'has("name")'
# Output: true

# Check in array for index
echo '["a", "b", "c"]' | jq 'has(2)'
# Output: true

String Functions

# Convert to string
echo '{"num": 42}' | jq '.num | tostring'

# Split string
echo '"hello,world"' | jq 'split(",")'
# Output: ["hello", "world"]

# Join array into string
echo '["hello", "world"]' | jq 'join(" ")'
# Output: "hello world"

# Convert to upper/lower case
echo '"hello"' | jq 'ascii_upcase'
# Output: "HELLO"

echo '"WORLD"' | jq 'ascii_downcase'
# Output: "world"

Array Functions

# Add all elements
echo '[1, 2, 3, 4]' | jq 'add'
# Output: 10

# Flatten nested arrays
echo '[[1, 2], [3, 4]]' | jq 'flatten'
# Output: [1, 2, 3, 4]

# Reverse array
echo '[1, 2, 3]' | jq 'reverse'
# Output: [3, 2, 1]

# Sort array
echo '[3, 1, 4, 1, 5]' | jq 'sort'
# Output: [1, 1, 3, 4, 5]

# Unique elements
echo '[1, 2, 2, 3, 3, 3]' | jq 'unique'
# Output: [1, 2, 3]

# Group by property
cat data.json | jq 'group_by(.category)'

Object Construction

# Create new object with selected fields
echo '{"firstName": "John", "lastName": "Doe", "age": 30}' | jq '{name: .firstName, years: .age}'

# Merge objects
echo '{"a": 1}' | jq '. + {"b": 2}'
# Output: {"a": 1, "b": 2}

# Delete a key
echo '{"a": 1, "b": 2, "c": 3}' | jq 'del(.b)'
# Output: {"a": 1, "c": 3}

# Get entries as key-value pairs
echo '{"a": 1, "b": 2}' | jq 'to_entries'
# Output: [{"key":"a","value":1},{"key":"b","value":2}]

# Convert entries back to object
echo '[{"key":"a","value":1}]' | jq 'from_entries'
# Output: {"a": 1}

API Response Examples

GitHub API Example

# Get last 5 commits and extract messages
curl 'https://api.github.com/repos/jqlang/jq/commits?per_page=5' | jq '.[].commit.message'

# Get first commit with specific fields
curl 'https://api.github.com/repos/jqlang/jq/commits?per_page=5' | jq '.[0] | {message: .commit.message, name: .commit.committer.name}'

# Get all commits as array of objects
curl 'https://api.github.com/repos/jqlang/jq/commits?per_page=5' | jq '[.[] | {message: .commit.message, name: .commit.committer.name}]'

Working with Arrays

# Extract unique source URLs from skill-lock.json
cat ~/.agents/.skill-lock.json | jq -r '.skills[].sourceUrl' | sort -u

# Count skills by source
cat ~/.agents/.skill-lock.json | jq -r '.skills[].source' | sort | uniq -c

# Get all skill names as array
cat ~/.agents/.skill-lock.json | jq '[.skills | keys[]]'

Command Line Options

# Raw output (no quotes around strings)
jq -r '.name' data.json

# Sort keys in output
cat data.json | jq -S '.'

# Compact output (one line)
cat data.json | jq -c '.'

# Output null instead of errors
jq -n '...' < data.json

# Pass JSON as argument
jq --arg name "John" '{"name": $name}'

# Read file into variable
jq --rawfile content file.txt '{"data": $content}'

# Slurp multiple JSON inputs into array
cat *.json | jq -s '.'

Advanced Examples

Recursive Descent: ..

Find all values recursively.

# Find all "name" fields at any depth
cat data.json | jq '.. | .name? // empty'

Conditional Logic

# If-then-else
cat users.json | jq '.[] | if .age >= 18 then "adult" else "minor" end'

# Alternative operator
cat data.json | jq '.name // "unknown"'

Regular Expressions

# Test if matches regex
cat data.json | jq '.email | test("@example\\.com$")'

# Capture groups
cat data.json | jq '.version | capture("(?<major>\\d+)\\.(?<minor>\\d+)")'

# Split with regex
echo '"a.b;c"' | jq 'split("[.;]"; "g")'

Defining Variables

# Store value in variable
cat data.json | jq '. as $data | $data.name'

# Multiple variables
cat data.json | jq '.items | . as [$first, $second] | {first, second}'

Tips and Best Practices

Use raw output for strings

When extracting string values, use -r to avoid extra quotes:

# Bad - outputs: "value"
cat data.json | jq '.key'

# Good - outputs: value
cat data.json | jq -r '.key'

Handle null values safely

# Use ? operator to suppress errors on null
cat data.json | jq '.possibly_missing_field?'

# Provide default value
cat data.json | jq '.field // "default"'

Pretty-print complex output

# Always pipe through jq for readable JSON
curl -s https://api.example.com/data | jq '.'

Combine with other tools

# Extract URLs and download
cat urls.json | jq -r '.[]' | xargs curl -O

# Filter and process with other tools
cat data.json | jq -r '.items[] | "\(.name),\(.value)"' | csvlook

Installation

macOS

brew install jq

Ubuntu/Debian

sudo apt-get install jq

Other

See https://jqlang.github.io/jq/download/

Resources

• Manual: https://jqlang.github.io/jq/manual/
• Tutorial: https://jqlang.github.io/jq/tutorial/
• Playground: https://jqplay.org/