Add index.md for PPL functions documentation #5033
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| # Functions | ||
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| PPL supports a wide range of built-in functions for data processing and analysis. These functions are organized into categories based on their functionality and can be used within PPL queries to manipulate and transform data. | ||
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| - [Aggregation Functions](aggregations.md) | ||
| - [COUNT](aggregations.md/#count) | ||
| - [SUM](aggregations.md/#sum) | ||
| - [AVG](aggregations.md/#avg) | ||
| - [MAX](aggregations.md/#max) | ||
| - [MIN](aggregations.md/#min) | ||
| - [VAR_SAMP](aggregations.md/#var_samp) | ||
| - [VAR_POP](aggregations.md/#var_pop) | ||
| - [STDDEV_SAMP](aggregations.md/#stddev_samp) | ||
| - [STDDEV_POP](aggregations.md/#stddev_pop) | ||
| - [DISTINCT_COUNT, DC](aggregations.md/#distinct_count-dc) | ||
| - [DISTINCT_COUNT_APPROX](aggregations.md/#distinct_count_approx) | ||
| - [EARLIEST](aggregations.md/#earliest) | ||
| - [LATEST](aggregations.md/#latest) | ||
| - [TAKE](aggregations.md/#take) | ||
| - [PERCENTILE, PERCENTILE_APPROX](aggregations.md/#percentile-or-percentile_approx) | ||
| - [MEDIAN](aggregations.md/#median) | ||
| - [FIRST](aggregations.md/#first) | ||
| - [LAST](aggregations.md/#last) | ||
| - [LIST](aggregations.md/#list) | ||
| - [VALUES](aggregations.md/#values) | ||
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| - [Collection Functions](collection.md) | ||
| - [ARRAY](collection.md/#array) | ||
| - [ARRAY_LENGTH](collection.md/#array_length) | ||
| - [FORALL](collection.md/#forall) | ||
| - [EXISTS](collection.md/#exists) | ||
| - [FILTER](collection.md/#filter) | ||
| - [TRANSFORM](collection.md/#transform) | ||
| - [REDUCE](collection.md/#reduce) | ||
| - [MVJOIN](collection.md/#mvjoin) | ||
| - [MVAPPEND](collection.md/#mvappend) | ||
| - [SPLIT](collection.md/#split) | ||
| - [MVDEDUP](collection.md/#mvdedup) | ||
| - [MVFIND](collection.md/#mvfind) | ||
| - [MVINDEX](collection.md/#mvindex) | ||
| - [MVMAP](collection.md/#mvmap) | ||
| - [MVZIP](collection.md/#mvzip) | ||
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| - [Condition Functions](condition.md) | ||
| - [ISNULL](condition.md/#isnull) | ||
| - [ISNOTNULL](condition.md/#isnotnull) | ||
| - [EXISTS](condition.md/#exists) | ||
| - [IFNULL](condition.md/#ifnull) | ||
| - [NULLIF](condition.md/#nullif) | ||
| - [IF](condition.md/#if) | ||
| - [CASE](condition.md/#case) | ||
| - [COALESCE](condition.md/#coalesce) | ||
| - [ISPRESENT](condition.md/#ispresent) | ||
| - [ISBLANK](condition.md/#isblank) | ||
| - [ISEMPTY](condition.md/#isempty) | ||
| - [EARLIEST](condition.md/#earliest) | ||
| - [LATEST](condition.md/#latest) | ||
| - [REGEXP_MATCH](condition.md/#regexp_match) | ||
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| - [Type Conversion Functions](conversion.md) | ||
| - [CAST](conversion.md/#cast) | ||
| - [TOSTRING](conversion.md/#tostring) | ||
| - [TONUMBER](conversion.md/#tonumber) | ||
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| - [Cryptographic Functions](cryptographic.md) | ||
| - [SHA1](cryptographic.md/#sha1) | ||
| - [SHA2](cryptographic.md/#sha2) | ||
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| - [Date and Time Functions](datetime.md) | ||
| - [ADDDATE](datetime.md/#adddate) | ||
| - [ADDTIME](datetime.md/#addtime) | ||
| - [CONVERT_TZ](datetime.md/#convert_tz) | ||
| - [CURDATE](datetime.md/#curdate) | ||
| - [CURRENT_DATE](datetime.md/#current_date) | ||
| - [CURRENT_TIME](datetime.md/#current_time) | ||
| - [CURRENT_TIMESTAMP](datetime.md/#current_timestamp) | ||
| - [CURTIME](datetime.md/#curtime) | ||
| - [DATE](datetime.md/#date) | ||
| - [DATE_ADD](datetime.md/#date_add) | ||
| - [DATE_FORMAT](datetime.md/#date_format) | ||
| - [DATETIME](datetime.md/#datetime) | ||
| - [DATE_SUB](datetime.md/#date_sub) | ||
| - [DATEDIFF](datetime.md/#datediff) | ||
| - [DAY](datetime.md/#day) | ||
| - [DAYNAME](datetime.md/#dayname) | ||
| - [DAYOFMONTH](datetime.md/#dayofmonth) | ||
| - [DAY_OF_MONTH](datetime.md/#day_of_month) | ||
| - [DAYOFWEEK](datetime.md/#dayofweek) | ||
| - [DAY_OF_WEEK](datetime.md/#day_of_week) | ||
| - [DAYOFYEAR](datetime.md/#dayofyear) | ||
| - [DAY_OF_YEAR](datetime.md/#day_of_year) | ||
| - [EXTRACT](datetime.md/#extract) | ||
| - [FROM_DAYS](datetime.md/#from_days) | ||
| - [FROM_UNIXTIME](datetime.md/#from_unixtime) | ||
| - [GET_FORMAT](datetime.md/#get_format) | ||
| - [HOUR](datetime.md/#hour) | ||
| - [HOUR_OF_DAY](datetime.md/#hour_of_day) | ||
| - [LAST_DAY](datetime.md/#last_day) | ||
| - [LOCALTIMESTAMP](datetime.md/#localtimestamp) | ||
| - [LOCALTIME](datetime.md/#localtime) | ||
| - [MAKEDATE](datetime.md/#makedate) | ||
| - [MAKETIME](datetime.md/#maketime) | ||
| - [MICROSECOND](datetime.md/#microsecond) | ||
| - [MINUTE](datetime.md/#minute) | ||
| - [MINUTE_OF_HOUR](datetime.md/#minute_of_hour) | ||
| - [MONTH](datetime.md/#month) | ||
| - [MONTH_OF_YEAR](datetime.md/#month_of_year) | ||
| - [MONTHNAME](datetime.md/#monthname) | ||
| - [NOW](datetime.md/#now) | ||
| - [PERIOD_ADD](datetime.md/#period_add) | ||
| - [PERIOD_DIFF](datetime.md/#period_diff) | ||
| - [QUARTER](datetime.md/#quarter) | ||
| - [SEC_TO_TIME](datetime.md/#sec_to_time) | ||
| - [SECOND](datetime.md/#second) | ||
| - [SECOND_OF_MINUTE](datetime.md/#second_of_minute) | ||
| - [STRFTIME](datetime.md/#strftime) | ||
| - [STR_TO_DATE](datetime.md/#str_to_date) | ||
| - [SUBDATE](datetime.md/#subdate) | ||
| - [SUBTIME](datetime.md/#subtime) | ||
| - [SYSDATE](datetime.md/#sysdate) | ||
| - [TIME](datetime.md/#time) | ||
| - [TIME_FORMAT](datetime.md/#time_format) | ||
| - [TIME_TO_SEC](datetime.md/#time_to_sec) | ||
| - [TIMEDIFF](datetime.md/#timediff) | ||
| - [TIMESTAMP](datetime.md/#timestamp) | ||
| - [TIMESTAMPADD](datetime.md/#timestampadd) | ||
| - [TIMESTAMPDIFF](datetime.md/#timestampdiff) | ||
| - [TO_DAYS](datetime.md/#to_days) | ||
| - [TO_SECONDS](datetime.md/#to_seconds) | ||
| - [UNIX_TIMESTAMP](datetime.md/#unix_timestamp) | ||
| - [UTC_DATE](datetime.md/#utc_date) | ||
| - [UTC_TIME](datetime.md/#utc_time) | ||
| - [UTC_TIMESTAMP](datetime.md/#utc_timestamp) | ||
| - [WEEK](datetime.md/#week) | ||
| - [WEEKDAY](datetime.md/#weekday) | ||
| - [WEEK_OF_YEAR](datetime.md/#week_of_year) | ||
| - [YEAR](datetime.md/#year) | ||
| - [YEARWEEK](datetime.md/#yearweek) | ||
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| - [Expressions](expressions.md) | ||
| - [Arithmetic Operators](expressions.md#arithmetic-operators) | ||
| - [Predicate Operators](expressions.md/#predicate-operators) | ||
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| - [IP Address Functions](ip.md) | ||
| - [CIDRMATCH](ip.md/#cidrmatch) | ||
| - [GEOIP](ip.md/#geoip) | ||
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| - [JSON Functions](json.md) | ||
| - [JSON](json.md/#json) | ||
| - [JSON_VALID](json.md/#json_valid) | ||
| - [JSON_OBJECT](json.md/#json_object) | ||
| - [JSON_ARRAY](json.md/#json_array) | ||
| - [JSON_ARRAY_LENGTH](json.md/#json_array_length) | ||
| - [JSON_EXTRACT](json.md/#json_extract) | ||
| - [JSON_DELETE](json.md/#json_delete) | ||
| - [JSON_SET](json.md/#json_set) | ||
| - [JSON_APPEND](json.md/#json_append) | ||
| - [JSON_EXTEND](json.md/#json_extend) | ||
| - [JSON_KEYS](json.md/#json_keys) | ||
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| - [Mathematical Functions](math.md) | ||
| - [ADD](math.md/#add) | ||
| - [SUBTRACT](math.md/#subtract) | ||
| - [MULTIPLY](math.md/#multiply) | ||
| - [DIVIDE](math.md/#divide) | ||
| - [SUM](math.md/#sum) | ||
| - [AVG](math.md/#avg) | ||
| - [ACOS](math.md/#acos) | ||
| - [ASIN](math.md/#asin) | ||
| - [ATAN](math.md/#atan) | ||
| - [ATAN2](math.md/#atan2) | ||
| - [CEIL](math.md/#ceil) | ||
| - [CEILING](math.md/#ceiling) | ||
| - [CONV](math.md/#conv) | ||
| - [COS](math.md/#cos) | ||
| - [COSH](math.md/#cosh) | ||
| - [COT](math.md/#cot) | ||
| - [CRC32](math.md/#crc32) | ||
| - [DEGREES](math.md/#degrees) | ||
| - [E](math.md/#e) | ||
| - [EXP](math.md/#exp) | ||
| - [EXPM1](math.md/#expm1) | ||
| - [FLOOR](math.md/#floor) | ||
| - [LN](math.md/#ln) | ||
| - [LOG](math.md/#log) | ||
| - [LOG2](math.md/#log2) | ||
| - [LOG10](math.md/#log10) | ||
| - [MOD](math.md/#mod) | ||
| - [MODULUS](math.md/#modulus) | ||
| - [PI](math.md/#pi) | ||
| - [POW](math.md/#pow) | ||
| - [POWER](math.md/#power) | ||
| - [RADIANS](math.md/#radians) | ||
| - [RAND](math.md/#rand) | ||
| - [ROUND](math.md/#round) | ||
| - [SIGN](math.md/#sign) | ||
| - [SIGNUM](math.md/#signum) | ||
| - [SIN](math.md/#sin) | ||
| - [SINH](math.md/#sinh) | ||
| - [SQRT](math.md/#sqrt) | ||
| - [CBRT](math.md/#cbrt) | ||
| - [RINT](math.md/#rint) | ||
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| - [Relevance Functions](relevance.md) | ||
| - [MATCH](relevance.md/#match) | ||
| - [MATCH_PHRASE](relevance.md/#match_phrase) | ||
| - [MATCH_PHRASE_PREFIX](relevance.md/#match_phrase_prefix) | ||
| - [MULTI_MATCH](relevance.md/#multi_match) | ||
| - [SIMPLE_QUERY_STRING](relevance.md/#simple_query_string) | ||
| - [MATCH_BOOL_PREFIX](relevance.md/#match_bool_prefix) | ||
| - [QUERY_STRING](relevance.md/#query_string) | ||
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| - [Statistical Functions](statistical.md) | ||
| - [MAX](statistical.md/#max) | ||
| - [MIN](statistical.md/#min) | ||
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| - [String Functions](string.md) | ||
| - [CONCAT](string.md/#concat) | ||
| - [CONCAT_WS](string.md/#concat_ws) | ||
| - [LENGTH](string.md/#length) | ||
| - [LIKE](string.md/#like) | ||
| - [ILIKE](string.md/#ilike) | ||
| - [LOCATE](string.md/#locate) | ||
| - [LOWER](string.md/#lower) | ||
| - [LTRIM](string.md/#ltrim) | ||
| - [POSITION](string.md/#position) | ||
| - [REPLACE](string.md/#replace) | ||
| - [REVERSE](string.md/#reverse) | ||
| - [RIGHT](string.md/#right) | ||
| - [RTRIM](string.md/#rtrim) | ||
| - [SUBSTRING](string.md/#substring) | ||
| - [TRIM](string.md/#trim) | ||
| - [UPPER](string.md/#upper) | ||
| - [REGEXP_REPLACE](string.md/#regexp_replace) | ||
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| - [System Functions](system.md) | ||
| - [TYPEOF](system.md/#typeof) | ||
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There was a problem hiding this comment. 🧩 Analysis chain🏁 Script executed: #!/bin/bash
# Verify all target documentation files exist and contain the expected anchors
echo "=== Checking if target documentation files exist ==="
target_files=("aggregations.md" "collection.md" "condition.md" "conversion.md" "cryptographic.md" "datetime.md" "expressions.md" "ip.md" "json.md" "math.md" "relevance.md" "statistical.md" "string.md" "system.md")
docs_dir="docs/user/ppl/functions"
missing_files=()
for file in "${target_files[@]}"; do
if [ -f "$docs_dir/$file" ]; then
echo "✓ $file exists"
else
echo "✗ $file MISSING"
missing_files+=("$file")
fi
done
echo ""
echo "=== Checking headers in target files ==="
# Extract all links from index.md and verify anchors exist
# Get the index file
index_file="$docs_dir/index.md"
if [ -f "$index_file" ]; then
echo "✓ index.md exists"
echo ""
# Extract links and check each one
echo "=== Verifying sample anchors from each target file ==="
# Check a sample from each file
echo "Checking aggregations.md for COUNT..."
rg -A 2 "^\[COUNT\]" "$docs_dir/aggregations.md" | head -5 || echo "COUNT not found as heading"
echo "Checking datetime.md for ADDDATE..."
rg -A 2 "^\[ADDDATE\]|^## ADDDATE" "$docs_dir/datetime.md" | head -5 || echo "ADDDATE not found as heading"
echo "Checking string.md for CONCAT..."
rg -A 2 "^\[CONCAT\]|^## CONCAT" "$docs_dir/string.md" | head -5 || echo "CONCAT not found as heading"
echo ""
echo "=== Checking markdown header patterns ==="
# Let's see what the actual header format is
echo "Sample headers from aggregations.md:"
rg "^#+" "$docs_dir/aggregations.md" | head -10
else
echo "✗ index.md not found"
fiRepository: opensearch-project/sql Length of output: 956 🏁 Script executed: #!/bin/bash
# Detailed anchor verification
docs_dir="docs/user/ppl/functions"
echo "=== Checking expressions.md link format issue ==="
# The index has "expressions.md#arithmetic-operators" without "/"
# Should be "expressions.md/#arithmetic-operators"
grep -n "expressions.md" "$docs_dir/index.md"
echo ""
echo "=== Verifying functions with underscores ==="
# Check VAR_SAMP
echo "VAR_SAMP in aggregations.md:"
rg "^### VAR_SAMP|^## VAR_SAMP" "$docs_dir/aggregations.md"
# Check DISTINCT_COUNT_APPROX
echo "DISTINCT_COUNT_APPROX in aggregations.md:"
rg "^### DISTINCT_COUNT_APPROX|^## DISTINCT_COUNT_APPROX" "$docs_dir/aggregations.md"
echo ""
echo "=== Verifying PERCENTILE anchor ==="
# The index uses #percentile-or-percentile_approx which is unusual
echo "PERCENTILE function definitions:"
rg "^### PERCENTILE" "$docs_dir/aggregations.md"
echo ""
echo "=== Checking duplicate functions ==="
# EXISTS should be in both collection.md and condition.md
echo "EXISTS in collection.md:"
rg "^### EXISTS|^## EXISTS" "$docs_dir/collection.md"
echo "EXISTS in condition.md:"
rg "^### EXISTS|^## EXISTS" "$docs_dir/condition.md"
# EARLIEST should be in both aggregations.md and condition.md
echo "EARLIEST in aggregations.md:"
rg "^### EARLIEST|^## EARLIEST" "$docs_dir/aggregations.md"
echo "EARLIEST in condition.md:"
rg "^### EARLIEST|^## EARLIEST" "$docs_dir/condition.md"
# LATEST should be in both aggregations.md and condition.md
echo "LATEST in aggregations.md:"
rg "^### LATEST|^## LATEST" "$docs_dir/aggregations.md"
echo "LATEST in condition.md:"
rg "^### LATEST|^## LATEST" "$docs_dir/condition.md"
echo ""
echo "=== Checking all headers in aggregations.md for anchor match ==="
rg "^### " "$docs_dir/aggregations.md" | head -20Repository: opensearch-project/sql Length of output: 1197 🏁 Script executed: #!/bin/bash
# Verify markdown anchor generation for special characters
docs_dir="docs/user/ppl/functions"
echo "=== Testing actual anchor format from files ==="
# For DISTINCT_COUNT, DC - check the actual anchor slug
echo "Checking aggregations.md for exact header format and potential anchor:"
rg -B 2 -A 5 "^### DISTINCT_COUNT, DC" "$docs_dir/aggregations.md"
echo ""
echo "=== Check PERCENTILE or PERCENTILE_APPROX anchor format ==="
rg -B 2 -A 5 "^### PERCENTILE or PERCENTILE_APPROX" "$docs_dir/aggregations.md"
echo ""
echo "=== Verify expressions.md has ARITHMETIC OPERATORS section ==="
rg "^## |^### " "$docs_dir/expressions.md"
echo ""
echo "=== Check if JSON_* functions have correct anchor naming ==="
rg "^### JSON_" "$docs_dir/json.md" | head -15
echo ""
echo "=== Verify all headers exist for math.md functions ==="
# Check for MOD vs MODULUS duplication
rg "^### (MOD|MODULUS)" "$docs_dir/math.md"
echo ""
echo "=== Final check: Verify expressions.md inconsistency ==="
echo "Line 142 (should have /): "
sed -n '142p' "$docs_dir/index.md"
echo ""
echo "Line 143 (already has /):"
sed -n '143p' "$docs_dir/index.md"Repository: opensearch-project/sql Length of output: 1494 🏁 Script executed: #!/bin/bash
docs_dir="docs/user/ppl/functions"
echo "=== Check JSON functions headers ==="
rg "^### JSON" "$docs_dir/json.md"
echo ""
echo "=== Verify critical finding: expressions.md link format ==="
echo "According to markdown conventions, both links should use the '/' separator:"
echo "Current line 142: expressions.md#arithmetic-operators (INCORRECT - missing /)"
echo "Current line 143: expressions.md/#predicate-operators (CORRECT)"
echo ""
echo "Markdown anchor links should use format: filename/#anchor"
echo ""
echo "=== Summary of all target files and function counts ==="
for file in aggregations.md collection.md condition.md conversion.md cryptographic.md datetime.md expressions.md ip.md json.md math.md relevance.md statistical.md string.md system.md; do
count=$(rg "^### |^## " "$docs_dir/$file" | grep -E "^[^/]*:###|^[^/]*:## [A-Z]" | wc -l)
echo "$file: $count header entries"
doneRepository: opensearch-project/sql Length of output: 920 🏁 Script executed: #!/bin/bash
docs_dir="docs/user/ppl/functions"
echo "=== Check JSON functions directly ==="
cat "$docs_dir/json.md" | grep "^### JSON"
echo ""
echo "=== Check math.md for MOD and MODULUS ==="
cat "$docs_dir/math.md" | grep "^### MOD"
echo ""
echo "=== Verify all aggregations functions exist ==="
echo "Expected functions from index:"
grep "aggregations.md/#" "$docs_dir/index.md" | sed 's/.*aggregations.md\/#//g' | sed 's/).*//' | sort
echo ""
echo "Actual headers in aggregations.md:"
cat "$docs_dir/aggregations.md" | grep "^### " | sed 's/^### //g' | sed 's/ *$//' | sortRepository: opensearch-project/sql Length of output: 633 🏁 Script executed: #!/bin/bash
docs_dir="docs/user/ppl/functions"
echo "=== Check json.md file size and first 50 lines ==="
wc -l "$docs_dir/json.md"
echo ""
head -50 "$docs_dir/json.md"
echo ""
echo "=== Check math.md for MOD/MODULUS ==="
head -100 "$docs_dir/math.md" | tail -50Repository: opensearch-project/sql Length of output: 2979 🏁 Script executed: #!/bin/bash
docs_dir="docs/user/ppl/functions"
echo "=== Get all headers from json.md ==="
grep "^## \|^### " "$docs_dir/json.md"
echo ""
echo "=== Get all headers from math.md ==="
grep "^## \|^### " "$docs_dir/math.md"
echo ""
echo "=== Compare: Index expects these JSON anchors ==="
grep "json.md/#" "$docs_dir/index.md" | sed 's/.*json.md\/#//g' | sed 's/).*//' | sort
echo ""
echo "=== Actual JSON function headers in file ==="
grep "^## \|^### " "$docs_dir/json.md" | grep -i json | sortRepository: opensearch-project/sql Length of output: 2139 🏁 Script executed: #!/bin/bash
docs_dir="docs/user/ppl/functions"
echo "=== Critical finding: expressions.md link inconsistency ==="
sed -n '141,143p' "$docs_dir/index.md"
echo ""
echo "=== Verify all target files for expected functions ==="
echo "Collection functions in index vs actual:"
echo "Expected:"
grep "collection.md/#" "$docs_dir/index.md" | sed 's/.*collection.md\/#//g' | sed 's/).*//' | sort | head -10
echo "Actual headers:"
grep "^## " "$docs_dir/collection.md" | grep -v "^## Description" | sed 's/^## //g' | sort | head -10
echo ""
echo "=== Check condition.md functions ==="
echo "Expected from index:"
grep "condition.md/#" "$docs_dir/index.md" | sed 's/.*condition.md\/#//g' | sed 's/).*//' | sort
echo "Actual headers:"
grep "^## " "$docs_dir/condition.md" | grep -v "^## Description" | sed 's/^## //g' | sort
echo ""
echo "=== Final comprehensive link verification ==="
python3 << 'EOF'
import re
with open('docs/user/ppl/functions/index.md', 'r') as f:
content = f.read()
# Find all markdown links with patterns like [Text](file.md/#anchor)
links = re.findall(r'\[([^\]]+)\]\(([^)]+)\)', content)
issues = []
for text, link in links:
if '.md' in link:
if '.md#' in link and '.md/#' not in link:
# Check if this is the expressions.md case
if 'expressions.md#' in link:
issues.append(f"Line with '{text}': '{link}' - Missing '/' after .md")
if issues:
print("CRITICAL ISSUES FOUND:")
for issue in issues:
print(f" - {issue}")
else:
print("No critical link format issues found")
EOFRepository: opensearch-project/sql Length of output: 152 🏁 Script executed: #!/bin/bash
docs_dir="docs/user/ppl/functions"
echo "=== Verify expressions.md link format issue ==="
sed -n '141,143p' "$docs_dir/index.md"
echo ""
echo "=== Check if this is a real broken link ==="
# Both formats should work in markdown, but the index is inconsistent
echo "Current formats in index:"
echo "Line 142: expressions.md#arithmetic-operators (missing / after .md)"
echo "Line 143: expressions.md/#predicate-operators (correct / after .md)"
echo ""
echo "Markdown standard uses: filename/#anchor"Repository: opensearch-project/sql Length of output: 521 Fix inconsistent link format on line 142. All target documentation files exist and contain the referenced functions. However, there is a formatting inconsistency in the 🤖 Prompt for AI Agents |
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Fix link format inconsistency.
Line 142 uses
expressions.md#arithmetic-operators(no/before#), while line 143 and all other links in the document consistently use thefile.md/#anchorformat. This inconsistency should be corrected for uniformity.📝 Proposed fix
📝 Committable suggestion
🤖 Prompt for AI Agents