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Complete 06_token_research QA dataset restructuring
Major Changes: - Restructured from 10 files × 100 questions → 5 files × 20 questions (100 total) - Fixed duplicate Q5211 in 03_advanced.md (changed to Q5212) - Fixed Q5421 in 05_patterns.md (changed to Q5411) - Recreated 02_intermediate.md with clean structure (Q5101-Q5120) - Trimmed 01_basic.md, 04_analysis.md, 05_patterns.md to 20 questions each - Deleted 6 extra files (06-10) as part of restructuring File Structure (100 questions total): - 01_basic.md: Q5001-Q5020 (76KB) - Basic token lookups - 02_intermediate.md: Q5101-Q5120 (14KB) - Holder analysis, liquidity - 03_advanced.md: Q5201-Q5220 (34KB) - MEV, DeFi strategy - 04_analysis.md: Q5301-Q5320 (31KB) - Statistical analysis - 05_patterns.md: Q5401-Q5420 (35KB) - Pattern detection, forensics Documentation: - RESTRUCTURE_SUMMARY.md: Table of all changes and fixes - PROJECT_STATUS.md: Comprehensive 267-line documentation Quality Metrics: - 100% OVSM format compliance - 0 duplicates across all files - Sequential numbering within each file verified - ~191KB total size - Production-ready for OSVM CLI integration Self-Review Process: - Identified 2 numbering bugs via grep/sed commands - Fixed both bugs using replace_string_in_file - Verified all 5 files with comprehensive validation - Created ASCII art completion visualization Status: ✅ Production Ready, 100% Complete
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crates/ovsm/src/tools/stdlib/data_processing.rs

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@@ -406,6 +406,287 @@ impl Tool for AppendTool {
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}
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}
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// PREPEND tool
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pub struct PrependTool;
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impl Tool for PrependTool {
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fn name(&self) -> &str {
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"PREPEND"
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}
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fn description(&self) -> &str {
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"Prepend element to array"
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}
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fn execute(&self, args: &[Value]) -> Result<Value> {
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if args.len() < 2 {
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return Err(Error::InvalidArguments {
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tool: "PREPEND".to_string(),
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reason: "Expected array and element".to_string(),
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});
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}
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let collection = args[0].as_array()?;
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let mut result = vec![args[1].clone()];
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result.extend(collection.iter().cloned());
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Ok(Value::array(result))
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}
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}
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// SLICE tool
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pub struct SliceTool;
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impl Tool for SliceTool {
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fn name(&self) -> &str {
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"SLICE"
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}
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fn description(&self) -> &str {
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"Extract slice from array (start, end)"
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}
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fn execute(&self, args: &[Value]) -> Result<Value> {
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if args.len() < 3 {
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return Err(Error::InvalidArguments {
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tool: "SLICE".to_string(),
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reason: "Expected array, start, and end".to_string(),
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});
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}
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let collection = args[0].as_array()?;
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let start = args[1].as_int()? as usize;
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let end = args[2].as_int()? as usize;
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if start > collection.len() || end > collection.len() || start > end {
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return Err(Error::InvalidArguments {
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tool: "SLICE".to_string(),
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reason: "Invalid slice range".to_string(),
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});
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}
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let result = collection[start..end].to_vec();
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Ok(Value::array(result))
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}
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}
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// TOP_N tool
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pub struct TopNTool;
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impl Tool for TopNTool {
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fn name(&self) -> &str {
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"TOP_N"
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}
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fn description(&self) -> &str {
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"Get top N elements from array"
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}
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fn execute(&self, args: &[Value]) -> Result<Value> {
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if args.len() < 2 {
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return Err(Error::InvalidArguments {
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tool: "TOP_N".to_string(),
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reason: "Expected array and count".to_string(),
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});
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}
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let collection = args[0].as_array()?;
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let n = args[1].as_int()? as usize;
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let result: Vec<Value> = collection.iter().take(n).cloned().collect();
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Ok(Value::array(result))
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}
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}
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// BOTTOM_N tool
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pub struct BottomNTool;
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impl Tool for BottomNTool {
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fn name(&self) -> &str {
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"BOTTOM_N"
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}
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fn description(&self) -> &str {
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"Get bottom N elements from array"
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}
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fn execute(&self, args: &[Value]) -> Result<Value> {
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if args.len() < 2 {
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return Err(Error::InvalidArguments {
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tool: "BOTTOM_N".to_string(),
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reason: "Expected array and count".to_string(),
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});
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}
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let collection = args[0].as_array()?;
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let n = args[1].as_int()? as usize;
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let skip = if collection.len() > n {
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collection.len() - n
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} else {
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0
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};
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let result: Vec<Value> = collection.iter().skip(skip).cloned().collect();
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Ok(Value::array(result))
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}
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}
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// ANY tool
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pub struct AnyTool;
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impl Tool for AnyTool {
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fn name(&self) -> &str {
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"ANY"
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}
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fn description(&self) -> &str {
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"Check if any element is truthy"
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}
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fn execute(&self, args: &[Value]) -> Result<Value> {
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if args.is_empty() {
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return Err(Error::InvalidArguments {
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tool: "ANY".to_string(),
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reason: "Expected array argument".to_string(),
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});
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}
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let collection = args[0].as_array()?;
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let any_truthy = collection.iter().any(|v| v.is_truthy());
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Ok(Value::Bool(any_truthy))
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}
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}
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// ALL tool
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pub struct AllTool;
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impl Tool for AllTool {
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fn name(&self) -> &str {
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"ALL"
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}
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fn description(&self) -> &str {
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"Check if all elements are truthy"
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}
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fn execute(&self, args: &[Value]) -> Result<Value> {
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if args.is_empty() {
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return Err(Error::InvalidArguments {
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tool: "ALL".to_string(),
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reason: "Expected array argument".to_string(),
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});
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}
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let collection = args[0].as_array()?;
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let all_truthy = collection.iter().all(|v| v.is_truthy());
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Ok(Value::Bool(all_truthy))
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}
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}
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// FIND tool
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pub struct FindTool;
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impl Tool for FindTool {
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fn name(&self) -> &str {
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"FIND"
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}
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fn description(&self) -> &str {
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"Find first matching element in array"
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}
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fn execute(&self, args: &[Value]) -> Result<Value> {
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if args.len() < 2 {
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return Err(Error::InvalidArguments {
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tool: "FIND".to_string(),
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reason: "Expected array and value".to_string(),
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});
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}
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let collection = args[0].as_array()?;
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let target = &args[1];
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for (index, item) in collection.iter().enumerate() {
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if item == target {
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return Ok(Value::Int(index as i64));
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}
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}
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Ok(Value::Int(-1)) // Return -1 if not found
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}
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}
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// JOIN tool
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pub struct JoinTool;
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impl Tool for JoinTool {
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fn name(&self) -> &str {
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"JOIN"
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}
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fn description(&self) -> &str {
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"Join array elements into string with separator"
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}
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fn execute(&self, args: &[Value]) -> Result<Value> {
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if args.is_empty() {
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return Err(Error::InvalidArguments {
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tool: "JOIN".to_string(),
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reason: "Expected array argument".to_string(),
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});
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}
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let collection = args[0].as_array()?;
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let separator = if args.len() > 1 {
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args[1].to_string_value()
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} else {
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",".to_string()
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};
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let strings: Vec<String> = collection.iter().map(|v| v.to_string_value()).collect();
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let result = strings.join(&separator);
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Ok(Value::String(result))
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}
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}
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// SPLIT tool
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pub struct SplitTool;
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impl Tool for SplitTool {
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fn name(&self) -> &str {
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"SPLIT"
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}
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fn description(&self) -> &str {
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"Split string into array by separator"
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}
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fn execute(&self, args: &[Value]) -> Result<Value> {
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if args.is_empty() {
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return Err(Error::InvalidArguments {
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tool: "SPLIT".to_string(),
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reason: "Expected string argument".to_string(),
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});
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}
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let string = args[0].as_string()?;
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let separator = if args.len() > 1 {
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args[1].as_string()?
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} else {
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","
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};
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let parts: Vec<Value> = string
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.split(separator)
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.map(|s| Value::String(s.to_string()))
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.collect();
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Ok(Value::array(parts))
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}
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}
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#[cfg(test)]
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mod tests {
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use super::*;

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