engine-q merge

This commit is contained in:
Fernando Herrera
2022-02-07 19:11:34 +00:00
1965 changed files with 119062 additions and 20 deletions

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@ -1,10 +0,0 @@
use nu_protocol::Value;
#[derive(Debug)]
pub enum LogLevel {}
#[derive(Debug)]
pub struct LogItem {
level: LogLevel,
value: Value,
}

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@ -1,725 +0,0 @@
use crate::prelude::*;
use lazy_static::lazy_static;
use nu_engine::{evaluate_baseline_expr, BufCodecReader};
use nu_engine::{MaybeTextCodec, StringOrBinary};
use nu_test_support::NATIVE_PATH_ENV_VAR;
use parking_lot::Mutex;
use regex::Regex;
#[allow(unused)]
use std::env;
use std::io::Write;
use std::path::PathBuf;
use std::process::{Command, Stdio};
use std::sync::mpsc;
use std::{borrow::Cow, io::BufReader};
use log::trace;
use nu_errors::ShellError;
use nu_protocol::hir::Expression;
use nu_protocol::hir::{ExternalCommand, ExternalRedirection};
use nu_protocol::{Primitive, ShellTypeName, UntaggedValue, Value};
use nu_source::Tag;
#[cfg(feature = "which")]
use which::which_in;
pub(crate) fn run_external_command(
command: ExternalCommand,
context: &mut EvaluationContext,
input: InputStream,
external_redirection: ExternalRedirection,
) -> Result<InputStream, ShellError> {
trace!(target: "nu::run::external", "-> {}", command.name);
context.sync_path_to_env();
if !context.host().lock().is_external_cmd(&command.name) {
return Err(ShellError::labeled_error(
"Command not found",
format!("command {} not found", &command.name),
&command.name_tag,
));
}
run_with_stdin(command, context, input, external_redirection)
}
#[allow(unused)]
fn trim_enclosing_quotes(input: &str) -> String {
let mut chars = input.chars();
match (chars.next(), chars.next_back()) {
(Some('"'), Some('"')) => chars.collect(),
(Some('\''), Some('\'')) => chars.collect(),
_ => input.to_string(),
}
}
fn run_with_stdin(
command: ExternalCommand,
context: &mut EvaluationContext,
input: InputStream,
external_redirection: ExternalRedirection,
) -> Result<InputStream, ShellError> {
let path = context.shell_manager().path();
let mut command_args = vec![];
for arg in command.args.iter() {
let is_literal = matches!(arg.expr, Expression::Literal(_));
let value = evaluate_baseline_expr(arg, context)?;
// Skip any arguments that don't really exist, treating them as optional
// FIXME: we may want to preserve the gap in the future, though it's hard to say
// what value we would put in its place.
if value.value.is_none() {
continue;
}
// Do the cleanup that we need to do on any argument going out:
match &value.value {
UntaggedValue::Table(table) => {
for t in table {
match &t.value {
UntaggedValue::Primitive(_) => {
command_args.push((
t.convert_to_string().trim_end_matches('\n').to_string(),
is_literal,
));
}
_ => {
return Err(ShellError::labeled_error(
"Could not convert to positional arguments",
"could not convert to positional arguments",
value.tag(),
));
}
}
}
}
_ => {
let trimmed_value_string = value.as_string()?.trim_end_matches('\n').to_string();
//let trimmed_value_string = trim_quotes(&trimmed_value_string);
command_args.push((trimmed_value_string, is_literal));
}
}
}
let process_args = command_args
.iter()
.map(|(arg, _is_literal)| {
let arg = nu_path::expand_tilde(arg).to_string_lossy().to_string();
#[cfg(not(windows))]
{
if !_is_literal {
arg
} else {
trim_enclosing_quotes(&arg)
}
}
#[cfg(windows)]
{
if let Some(unquoted) = remove_quotes(&arg) {
unquoted.to_string()
} else {
arg
}
}
})
.collect::<Vec<String>>();
spawn(
&command,
&path,
&process_args[..],
input,
external_redirection,
&context.scope,
)
}
/// Spawn a direct exe
#[allow(unused)]
fn spawn_exe(full_path: PathBuf, args: &[String]) -> Command {
let mut process = Command::new(full_path);
for arg in args {
process.arg(&arg);
}
process
}
/// Spawn a cmd command with `cmd /c args...`
fn spawn_cmd_command(command: &ExternalCommand, args: &[String]) -> Command {
let mut process = Command::new("cmd");
process.arg("/c");
process.arg(&command.name);
for arg in args {
// Clean the args before we use them:
// https://stackoverflow.com/questions/1200235/how-to-pass-a-quoted-pipe-character-to-cmd-exe
// cmd.exe needs to have a caret to escape a pipe
let arg = arg.replace("|", "^|");
process.arg(&arg);
}
process
}
fn has_unsafe_shell_characters(arg: &str) -> bool {
lazy_static! {
static ref RE: Regex = Regex::new(r"[^\w@%+=:,./-]").expect("regex to be valid");
}
RE.is_match(arg)
}
fn shell_arg_escape(arg: &str) -> String {
match arg {
"" => String::from("''"),
s if !has_unsafe_shell_characters(s) => String::from(s),
_ => {
let single_quotes_escaped = arg.split('\'').join("'\"'\"'");
format!("'{}'", single_quotes_escaped)
}
}
}
/// Spawn a sh command with `sh -c args...`
fn spawn_sh_command(command: &ExternalCommand, args: &[String]) -> Command {
let joined_and_escaped_arguments = args.iter().map(|arg| shell_arg_escape(arg)).join(" ");
let cmd_with_args = vec![command.name.clone(), joined_and_escaped_arguments].join(" ");
let mut process = Command::new("sh");
process.arg("-c").arg(cmd_with_args);
process
}
/// a function to spawn any external command
#[allow(unused)] // for minimal builds cwd is unused
fn spawn_any(command: &ExternalCommand, args: &[String], cwd: &str) -> Command {
// resolve the executable name if it is spawnable directly
#[cfg(feature = "which")]
// TODO add more available paths to `env::var_os("PATH")`?
if let Result::Ok(full_path) = which_in(&command.name, env::var_os("PATH"), cwd) {
if let Some(extension) = full_path.extension() {
#[cfg(windows)]
if extension.eq_ignore_ascii_case("exe") {
// if exe spawn it directly
return spawn_exe(full_path, args);
} else {
// TODO implement special care for various executable types such as .bat, .ps1, .cmd, etc
// https://github.com/mklement0/Native/blob/e0e0b8785cad39a73053e35084d1f60d87fbac58/Native.psm1#L749
// otherwise shell out to cmd
return spawn_cmd_command(command, args);
}
#[cfg(not(windows))]
if !["sh", "bash"]
.iter()
.any(|ext| extension.eq_ignore_ascii_case(ext))
{
// if exe spawn it directly
return spawn_exe(full_path, args);
} else {
// otherwise shell out to sh
return spawn_sh_command(command, args);
}
}
}
// in all the other cases shell out
if cfg!(windows) {
spawn_cmd_command(command, args)
} else {
// TODO what happens if that os doesn't support spawning sh?
spawn_sh_command(command, args)
}
}
fn spawn(
command: &ExternalCommand,
path: &str,
args: &[String],
input: InputStream,
external_redirection: ExternalRedirection,
scope: &Scope,
) -> Result<InputStream, ShellError> {
let command = command.clone();
let mut process = spawn_any(&command, args, path);
process.current_dir(path);
trace!(target: "nu::run::external", "cwd = {:?}", &path);
process.env_clear();
process.envs(scope.get_env_vars());
// We want stdout regardless of what
// we are doing ($it case or pipe stdin)
match external_redirection {
ExternalRedirection::Stdout => {
process.stdout(Stdio::piped());
trace!(target: "nu::run::external", "set up stdout pipe");
}
ExternalRedirection::Stderr => {
process.stderr(Stdio::piped());
trace!(target: "nu::run::external", "set up stderr pipe");
}
ExternalRedirection::StdoutAndStderr => {
process.stdout(Stdio::piped());
trace!(target: "nu::run::external", "set up stdout pipe");
process.stderr(Stdio::piped());
trace!(target: "nu::run::external", "set up stderr pipe");
}
_ => {}
}
// open since we have some contents for stdin
if !input.is_empty() {
process.stdin(Stdio::piped());
trace!(target: "nu::run::external", "set up stdin pipe");
}
trace!(target: "nu::run::external", "built command {:?}", process);
// TODO Switch to async_std::process once it's stabilized
match process.spawn() {
Ok(mut child) => {
let (tx, rx) = mpsc::sync_channel(0);
let mut stdin = child.stdin.take();
let stdin_write_tx = tx.clone();
let stdout_read_tx = tx;
let stdin_name_tag = command.name_tag.clone();
let stdout_name_tag = command.name_tag;
std::thread::spawn(move || {
if !input.is_empty() {
let mut stdin_write = stdin
.take()
.expect("Internal error: could not get stdin pipe for external command");
for value in input {
match &value.value {
UntaggedValue::Primitive(Primitive::Nothing) => continue,
UntaggedValue::Primitive(Primitive::String(s)) => {
if stdin_write.write(s.as_bytes()).is_err() {
// Other side has closed, so exit
return Ok(());
}
}
UntaggedValue::Primitive(Primitive::Binary(b)) => {
if stdin_write.write(b).is_err() {
// Other side has closed, so exit
return Ok(());
}
}
unsupported => {
println!("Unsupported: {:?}", unsupported);
let _ = stdin_write_tx.send(Ok(Value {
value: UntaggedValue::Error(ShellError::labeled_error(
format!(
"Received unexpected type from pipeline ({})",
unsupported.type_name()
),
format!(
"expected a string, got {} as input",
unsupported.type_name()
),
stdin_name_tag.clone(),
)),
tag: stdin_name_tag,
}));
return Err(());
}
};
}
}
Ok(())
});
std::thread::spawn(move || {
if external_redirection == ExternalRedirection::Stdout
|| external_redirection == ExternalRedirection::StdoutAndStderr
{
let stdout = if let Some(stdout) = child.stdout.take() {
stdout
} else {
let _ = stdout_read_tx.send(Ok(Value {
value: UntaggedValue::Error(ShellError::labeled_error(
"Can't redirect the stdout for external command",
"can't redirect stdout",
&stdout_name_tag,
)),
tag: stdout_name_tag,
}));
return Err(());
};
// let file = futures::io::AllowStdIo::new(stdout);
// let stream = FramedRead::new(file, MaybeTextCodec::default());
let buf_read = BufReader::new(stdout);
let buf_codec = BufCodecReader::new(buf_read, MaybeTextCodec::default());
for line in buf_codec {
match line {
Ok(line) => match line {
StringOrBinary::String(s) => {
let result = stdout_read_tx.send(Ok(Value {
value: UntaggedValue::Primitive(Primitive::String(
s.clone(),
)),
tag: stdout_name_tag.clone(),
}));
if result.is_err() {
break;
}
}
StringOrBinary::Binary(b) => {
let result = stdout_read_tx.send(Ok(Value {
value: UntaggedValue::Primitive(Primitive::Binary(
b.into_iter().collect(),
)),
tag: stdout_name_tag.clone(),
}));
if result.is_err() {
break;
}
}
},
Err(e) => {
// If there's an exit status, it makes sense that we may error when
// trying to read from its stdout pipe (likely been closed). In that
// case, don't emit an error.
let should_error = match child.wait() {
Ok(exit_status) => !exit_status.success(),
Err(_) => true,
};
if should_error {
let _ = stdout_read_tx.send(Ok(Value {
value: UntaggedValue::Error(ShellError::labeled_error(
format!("Unable to read from stdout ({})", e),
"unable to read from stdout",
&stdout_name_tag,
)),
tag: stdout_name_tag.clone(),
}));
}
return Ok(());
}
}
}
}
if external_redirection == ExternalRedirection::Stderr
|| external_redirection == ExternalRedirection::StdoutAndStderr
{
let stderr = if let Some(stderr) = child.stderr.take() {
stderr
} else {
let _ = stdout_read_tx.send(Ok(Value {
value: UntaggedValue::Error(ShellError::labeled_error(
"Can't redirect the stderr for external command",
"can't redirect stderr",
&stdout_name_tag,
)),
tag: stdout_name_tag,
}));
return Err(());
};
// let file = futures::io::AllowStdIo::new(stderr);
// let stream = FramedRead::new(file, MaybeTextCodec::default());
let buf_reader = BufReader::new(stderr);
let buf_codec = BufCodecReader::new(buf_reader, MaybeTextCodec::default());
for line in buf_codec {
match line {
Ok(line) => match line {
StringOrBinary::String(s) => {
let result = stdout_read_tx.send(Ok(Value {
value: UntaggedValue::Error(
ShellError::untagged_runtime_error(s),
),
tag: stdout_name_tag.clone(),
}));
if result.is_err() {
break;
}
}
StringOrBinary::Binary(_) => {
let result = stdout_read_tx.send(Ok(Value {
value: UntaggedValue::Error(
ShellError::untagged_runtime_error("<binary stderr>"),
),
tag: stdout_name_tag.clone(),
}));
if result.is_err() {
break;
}
}
},
Err(e) => {
// If there's an exit status, it makes sense that we may error when
// trying to read from its stdout pipe (likely been closed). In that
// case, don't emit an error.
let should_error = match child.wait() {
Ok(exit_status) => !exit_status.success(),
Err(_) => true,
};
if should_error {
let _ = stdout_read_tx.send(Ok(Value {
value: UntaggedValue::Error(ShellError::labeled_error(
format!("Unable to read from stdout ({})", e),
"unable to read from stdout",
&stdout_name_tag,
)),
tag: stdout_name_tag.clone(),
}));
}
return Ok(());
}
}
}
}
// We can give an error when we see a non-zero exit code, but this is different
// than what other shells will do.
let external_failed = match child.wait() {
Err(_) => true,
Ok(exit_status) => !exit_status.success(),
};
if external_failed {
let cfg = nu_data::config::config(Tag::unknown());
if let Ok(cfg) = cfg {
if cfg.contains_key("nonzero_exit_errors") {
let _ = stdout_read_tx.send(Ok(Value {
value: UntaggedValue::Error(ShellError::labeled_error(
"External command failed",
"command failed",
&stdout_name_tag,
)),
tag: stdout_name_tag.clone(),
}));
}
}
let _ = stdout_read_tx.send(Ok(Value {
value: UntaggedValue::nothing(),
tag: stdout_name_tag,
}));
}
Ok(())
});
let stream = ChannelReceiver::new(rx);
Ok(stream.into_input_stream())
}
Err(e) => Err(ShellError::labeled_error(
e.to_string(),
"failed to spawn",
&command.name_tag,
)),
}
}
struct ChannelReceiver {
rx: Arc<Mutex<mpsc::Receiver<Result<Value, ShellError>>>>,
}
impl ChannelReceiver {
pub fn new(rx: mpsc::Receiver<Result<Value, ShellError>>) -> Self {
Self {
rx: Arc::new(Mutex::new(rx)),
}
}
}
impl Iterator for ChannelReceiver {
type Item = Result<Value, ShellError>;
fn next(&mut self) -> Option<Self::Item> {
let rx = self.rx.lock();
match rx.recv() {
Ok(v) => Some(v),
Err(_) => None,
}
}
}
fn argument_is_quoted(argument: &str) -> bool {
if argument.len() < 2 {
return false;
}
(argument.starts_with('"') && argument.ends_with('"'))
|| (argument.starts_with('\'') && argument.ends_with('\''))
}
#[allow(unused)]
fn add_double_quotes(argument: &str) -> String {
format!("\"{}\"", argument)
}
#[allow(unused)]
fn escape_double_quotes(argument: &str) -> Cow<'_, str> {
// allocate new string only if required
if argument.contains('"') {
Cow::Owned(argument.replace('"', r#"\""#))
} else {
Cow::Borrowed(argument)
}
}
#[allow(unused)]
fn remove_quotes(argument: &str) -> Option<&str> {
if !argument_is_quoted(argument) {
return None;
}
let size = argument.len();
Some(&argument[1..size - 1])
}
#[allow(unused)]
fn shell_os_paths() -> Vec<std::path::PathBuf> {
let mut original_paths = vec![];
if let Some(paths) = std::env::var_os(NATIVE_PATH_ENV_VAR) {
original_paths = std::env::split_paths(&paths).collect::<Vec<_>>();
}
original_paths
}
#[cfg(test)]
mod tests {
use super::{add_double_quotes, argument_is_quoted, escape_double_quotes, remove_quotes};
#[cfg(feature = "which")]
use super::{run_external_command, InputStream};
#[cfg(feature = "which")]
use nu_engine::EvaluationContext;
#[cfg(feature = "which")]
use nu_test_support::commands::ExternalBuilder;
// fn read(mut stream: OutputStream) -> Option<Value> {
// match stream.try_next() {
// Ok(val) => {
// if let Some(val) = val {
// val.raw_value()
// } else {
// None
// }
// }
// Err(_) => None,
// }
// }
#[cfg(feature = "which")]
fn non_existent_run() {
use nu_protocol::hir::ExternalRedirection;
let cmd = ExternalBuilder::for_name("i_dont_exist.exe").build();
let input = InputStream::empty();
let mut ctx = EvaluationContext::basic();
assert!(run_external_command(cmd, &mut ctx, input, ExternalRedirection::Stdout).is_err());
}
// fn failure_run() -> Result<(), ShellError> {
// let cmd = ExternalBuilder::for_name("fail").build();
// let mut ctx = crate::cli::EvaluationContext::basic().expect("There was a problem creating a basic context.");
// let stream = run_external_command(cmd, &mut ctx, None, false)
// ?
// .expect("There was a problem running the external command.");
// match read(stream.into()) {
// Some(Value {
// value: UntaggedValue::Error(_),
// ..
// }) => {}
// None | _ => panic!("Command didn't fail."),
// }
// Ok(())
// }
// #[test]
// fn identifies_command_failed() -> Result<(), ShellError> {
// block_on(failure_run())
// }
#[cfg(feature = "which")]
#[test]
fn identifies_command_not_found() {
non_existent_run()
}
#[test]
fn checks_escape_double_quotes() {
assert_eq!(escape_double_quotes("andrés"), "andrés");
assert_eq!(escape_double_quotes(r#"an"drés"#), r#"an\"drés"#);
assert_eq!(escape_double_quotes(r#""an"drés""#), r#"\"an\"drés\""#);
}
#[test]
fn checks_quotes_from_argument_to_be_passed_in() {
assert!(!argument_is_quoted(""));
assert!(!argument_is_quoted("'"));
assert!(!argument_is_quoted("'a"));
assert!(!argument_is_quoted("a"));
assert!(!argument_is_quoted("a'"));
assert!(argument_is_quoted("''"));
assert!(!argument_is_quoted(r#"""#));
assert!(!argument_is_quoted(r#""a"#));
assert!(!argument_is_quoted(r#"a"#));
assert!(!argument_is_quoted(r#"a""#));
assert!(argument_is_quoted(r#""""#));
assert!(!argument_is_quoted("'andrés"));
assert!(!argument_is_quoted("andrés'"));
assert!(!argument_is_quoted(r#""andrés"#));
assert!(!argument_is_quoted(r#"andrés""#));
assert!(argument_is_quoted("'andrés'"));
assert!(argument_is_quoted(r#""andrés""#));
}
#[test]
fn adds_double_quotes_to_argument_to_be_passed_in() {
assert_eq!(add_double_quotes("andrés"), "\"andrés\"");
}
#[test]
fn strips_quotes_from_argument_to_be_passed_in() {
assert_eq!(remove_quotes(""), None);
assert_eq!(remove_quotes("'"), None);
assert_eq!(remove_quotes("'a"), None);
assert_eq!(remove_quotes("a"), None);
assert_eq!(remove_quotes("a'"), None);
assert_eq!(remove_quotes("''"), Some(""));
assert_eq!(remove_quotes(r#"""#), None);
assert_eq!(remove_quotes(r#""a"#), None);
assert_eq!(remove_quotes(r#"a"#), None);
assert_eq!(remove_quotes(r#"a""#), None);
assert_eq!(remove_quotes(r#""""#), Some(""));
assert_eq!(remove_quotes("'andrés"), None);
assert_eq!(remove_quotes("andrés'"), None);
assert_eq!(remove_quotes(r#""andrés"#), None);
assert_eq!(remove_quotes(r#"andrés""#), None);
assert_eq!(remove_quotes("'andrés'"), Some("andrés"));
assert_eq!(remove_quotes(r#""andrés""#), Some("andrés"));
}
}

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pub(crate) mod external;

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@ -1,46 +0,0 @@
use crate::prelude::*;
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{ReturnSuccess, Signature, UntaggedValue};
#[derive(Clone)]
pub struct Chart;
impl WholeStreamCommand for Chart {
fn name(&self) -> &str {
"chart"
}
fn signature(&self) -> Signature {
Signature::build("chart")
}
fn usage(&self) -> &str {
"Displays charts."
}
fn run_with_actions(&self, args: CommandArgs) -> Result<ActionStream, ShellError> {
if args.scope().get_command("chart bar").is_none() {
return Err(ShellError::untagged_runtime_error(
"nu_plugin_chart not installed.",
));
}
Ok(ActionStream::one(Ok(ReturnSuccess::Value(
UntaggedValue::string(get_full_help(&Chart, args.scope())).into_value(Tag::unknown()),
))))
}
}
#[cfg(test)]
mod tests {
use super::Chart;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test as test_examples;
test_examples(Chart {})
}
}

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@ -1,220 +0,0 @@
use crate::prelude::*;
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
ColumnPath, ReturnSuccess, Signature, SyntaxShape, TaggedDictBuilder, UntaggedValue, Value,
};
use nu_source::Tagged;
pub struct Histogram;
impl WholeStreamCommand for Histogram {
fn name(&self) -> &str {
"histogram"
}
fn signature(&self) -> Signature {
Signature::build("histogram")
.named(
"use",
SyntaxShape::ColumnPath,
"Use data at the column path given as valuator",
None,
)
.rest(
"rest",
SyntaxShape::ColumnPath,
"column name to give the histogram's frequency column",
)
}
fn usage(&self) -> &str {
"Creates a new table with a histogram based on the column name passed in."
}
fn run_with_actions(&self, args: CommandArgs) -> Result<ActionStream, ShellError> {
histogram(args)
}
fn examples(&self) -> Vec<Example> {
vec![
Example {
description: "Get a histogram for the types of files",
example: "ls | histogram type",
result: None,
},
Example {
description:
"Get a histogram for the types of files, with frequency column named percentage",
example: "ls | histogram type percentage",
result: None,
},
Example {
description: "Get a histogram for a list of numbers",
example: "echo [1 2 3 1 1 1 2 2 1 1] | histogram",
result: None,
},
]
}
}
pub fn histogram(args: CommandArgs) -> Result<ActionStream, ShellError> {
let name = args.call_info.name_tag.clone();
let mut columns = args.rest::<ColumnPath>(0)?;
let evaluate_with = args.get_flag::<ColumnPath>("use")?.map(evaluator);
let values: Vec<Value> = args.input.collect();
let column_grouper = if !columns.is_empty() {
columns
.remove(0)
.split_last()
.map(|(key, _)| key.as_string().tagged(&name))
} else {
None
};
let frequency_column_name = if columns.is_empty() {
"frequency".to_string()
} else if let Some((key, _)) = columns[0].split_last() {
key.as_string()
} else {
"frequency".to_string()
};
let column = if let Some(ref column) = column_grouper {
column.clone()
} else {
"value".to_string().tagged(&name)
};
let results = nu_data::utils::report(
&UntaggedValue::table(&values).into_value(&name),
nu_data::utils::Operation {
grouper: Some(Box::new(move |_, _| Ok(String::from("frequencies")))),
splitter: Some(splitter(column_grouper)),
format: &None,
eval: &evaluate_with,
reduction: &nu_data::utils::Reduction::Count,
},
&name,
)?;
let labels = results.labels.y.clone();
let mut idx = 0;
Ok(results
.data
.table_entries()
.cloned()
.collect::<Vec<_>>()
.into_iter()
.zip(
results
.percentages
.table_entries()
.cloned()
.collect::<Vec<_>>()
.into_iter(),
)
.map(move |(counts, percentages)| {
let percentage = percentages
.table_entries()
.cloned()
.last()
.unwrap_or_else(|| {
UntaggedValue::decimal_from_float(0.0, name.span).into_value(&name)
});
let value = counts
.table_entries()
.cloned()
.last()
.unwrap_or_else(|| UntaggedValue::int(0).into_value(&name));
let mut fact = TaggedDictBuilder::new(&name);
let column_value = labels
.get(idx)
.ok_or_else(|| {
ShellError::labeled_error(
"Unable to load group labels",
"unable to load group labels",
&name,
)
})?
.clone();
fact.insert_value(&column.item, column_value);
fact.insert_untagged("count", value);
let fmt_percentage = format!(
"{}%",
// Some(2) < the number of digits
// true < group the digits
crate::commands::conversions::into::string::action(
&percentage,
&name,
Some(2),
true
)?
.as_string()?
);
fact.insert_untagged("percentage", UntaggedValue::string(fmt_percentage));
let string = "*".repeat(percentage.as_u64().map_err(|_| {
ShellError::labeled_error("expected a number", "expected a number", &name)
})? as usize);
fact.insert_untagged(&frequency_column_name, UntaggedValue::string(string));
idx += 1;
ReturnSuccess::value(fact.into_value())
})
.into_action_stream())
}
fn evaluator(by: ColumnPath) -> Box<dyn Fn(usize, &Value) -> Result<Value, ShellError> + Send> {
Box::new(move |_: usize, value: &Value| {
let path = by.clone();
let eval = nu_value_ext::get_data_by_column_path(value, &path, move |_, _, error| error);
match eval {
Ok(with_value) => Ok(with_value),
Err(reason) => Err(reason),
}
})
}
fn splitter(
by: Option<Tagged<String>>,
) -> Box<dyn Fn(usize, &Value) -> Result<String, ShellError> + Send> {
match by {
Some(column) => Box::new(move |_, row: &Value| {
let key = &column;
match row.get_data_by_key(key.borrow_spanned()) {
Some(key) => nu_value_ext::as_string(&key),
None => Err(ShellError::labeled_error(
"unknown column",
"unknown column",
key.tag(),
)),
}
}),
None => Box::new(move |_, row: &Value| nu_value_ext::as_string(row)),
}
}
#[cfg(test)]
mod tests {
use super::Histogram;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test as test_examples;
test_examples(Histogram {})
}
}

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@ -1,5 +0,0 @@
mod chart;
mod histogram;
pub use chart::Chart;
pub use histogram::Histogram;

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@ -1,53 +0,0 @@
use crate::prelude::*;
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{Signature, UntaggedValue};
pub struct SubCommand;
impl WholeStreamCommand for SubCommand {
fn name(&self) -> &str {
"config clear"
}
fn signature(&self) -> Signature {
Signature::build("config clear")
}
fn usage(&self) -> &str {
"clear the config"
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
clear(args)
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "Clear the config (be careful!)",
example: "config clear",
result: None,
}]
}
}
pub fn clear(args: CommandArgs) -> Result<OutputStream, ShellError> {
let name = args.call_info.name_tag.clone();
let ctx = &args.context;
let result = if let Some(global_cfg) = &mut args.configs().lock().global_config {
global_cfg.vars.clear();
global_cfg.write()?;
ctx.reload_config(global_cfg)?;
let value = UntaggedValue::Row(global_cfg.vars.clone().into()).into_value(name);
Ok(OutputStream::one(value))
} else {
let value = UntaggedValue::Error(crate::commands::config::err_no_global_cfg_present())
.into_value(name);
Ok(OutputStream::one(value))
};
result
}

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@ -1,37 +0,0 @@
use crate::prelude::*;
use nu_engine::CommandArgs;
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{Signature, UntaggedValue};
pub struct Command;
impl WholeStreamCommand for Command {
fn name(&self) -> &str {
"config"
}
fn signature(&self) -> Signature {
Signature::build("config")
}
fn usage(&self) -> &str {
"Configuration management."
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
let name = args.call_info.name_tag.clone();
if let Some(global_cfg) = &args.configs().lock().global_config {
let result = global_cfg.vars.clone();
let value = UntaggedValue::Row(result.into()).into_value(name);
Ok(OutputStream::one(value))
} else {
let value = UntaggedValue::Error(crate::commands::config::err_no_global_cfg_present())
.into_value(name);
Ok(OutputStream::one(value))
}
}
}

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@ -1,62 +0,0 @@
use crate::prelude::*;
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{Signature, SyntaxShape, UntaggedValue, Value};
pub struct SubCommand;
impl WholeStreamCommand for SubCommand {
fn name(&self) -> &str {
"config get"
}
fn signature(&self) -> Signature {
Signature::build("config get").required(
"get",
SyntaxShape::ColumnPath,
"value to get from the config",
)
}
fn usage(&self) -> &str {
"Gets a value from the config"
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
get(args)
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "Get the current startup commands",
example: "config get startup",
result: None,
}]
}
}
pub fn get(args: CommandArgs) -> Result<OutputStream, ShellError> {
let name = args.call_info.name_tag.clone();
let ctx = &args.context;
let column_path = args.req(0)?;
let result = if let Some(global_cfg) = &ctx.configs().lock().global_config {
let result = UntaggedValue::row(global_cfg.vars.clone()).into_value(&name);
let value = crate::commands::filters::get::get_column_path(&column_path, &result)?;
Ok(match value {
Value {
value: UntaggedValue::Table(list),
..
} => OutputStream::from_stream(list.into_iter()),
x => OutputStream::one(x),
})
} else {
let value = UntaggedValue::Error(crate::commands::config::err_no_global_cfg_present())
.into_value(name);
Ok(OutputStream::one(value))
};
result
}

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@ -1,21 +0,0 @@
pub mod clear;
pub mod command;
pub mod get;
pub mod path;
pub mod remove;
pub mod set;
pub mod set_into;
pub use clear::SubCommand as ConfigClear;
pub use command::Command as Config;
pub use get::SubCommand as ConfigGet;
pub use path::SubCommand as ConfigPath;
pub use remove::SubCommand as ConfigRemove;
pub use set::SubCommand as ConfigSet;
pub use set_into::SubCommand as ConfigSetInto;
use nu_errors::ShellError;
pub fn err_no_global_cfg_present() -> ShellError {
ShellError::untagged_runtime_error("No global config found!")
}

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@ -1,48 +0,0 @@
use crate::prelude::*;
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{Primitive, Signature, UntaggedValue};
pub struct SubCommand;
impl WholeStreamCommand for SubCommand {
fn name(&self) -> &str {
"config path"
}
fn signature(&self) -> Signature {
Signature::build("config path")
}
fn usage(&self) -> &str {
"return the path to the config file"
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
path(args)
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "Get the path to the current config file",
example: "config path",
result: None,
}]
}
}
pub fn path(args: CommandArgs) -> Result<OutputStream, ShellError> {
let name = args.call_info.name_tag.clone();
if let Some(global_cfg) = &mut args.configs().lock().global_config {
let value = UntaggedValue::Primitive(Primitive::FilePath(global_cfg.file_path.clone()))
.into_value(name);
Ok(OutputStream::one(value))
} else {
let value = UntaggedValue::Error(crate::commands::config::err_no_global_cfg_present())
.into_value(name);
Ok(OutputStream::one(value))
}
}

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@ -1,70 +0,0 @@
use crate::prelude::*;
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{Signature, SyntaxShape, UntaggedValue, Value};
use nu_source::Tagged;
pub struct SubCommand;
impl WholeStreamCommand for SubCommand {
fn name(&self) -> &str {
"config remove"
}
fn signature(&self) -> Signature {
Signature::build("config remove").required(
"remove",
SyntaxShape::Any,
"remove a value from the config",
)
}
fn usage(&self) -> &str {
"Removes a value from the config"
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
remove(args)
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "Remove the startup commands",
example: "config remove startup",
result: None,
}]
}
}
pub fn remove(args: CommandArgs) -> Result<OutputStream, ShellError> {
let name = args.call_info.name_tag.clone();
let ctx = &args.context;
let remove: Tagged<String> = args.req(0)?;
let key = remove.to_string();
let result = if let Some(global_cfg) = &mut ctx.configs().lock().global_config {
if global_cfg.vars.contains_key(&key) {
global_cfg.vars.swap_remove(&key);
global_cfg.write()?;
ctx.reload_config(global_cfg)?;
let value: Value = UntaggedValue::row(global_cfg.vars.clone()).into_value(remove.tag);
Ok(OutputStream::one(value))
} else {
Err(ShellError::labeled_error(
"Key does not exist in config",
"key",
remove.tag(),
))
}
} else {
let value = UntaggedValue::Error(crate::commands::config::err_no_global_cfg_present())
.into_value(name);
Ok(OutputStream::one(value))
};
result
}

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@ -1,92 +0,0 @@
use crate::prelude::*;
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{Signature, SyntaxShape, UntaggedValue, Value};
pub struct SubCommand;
impl WholeStreamCommand for SubCommand {
fn name(&self) -> &str {
"config set"
}
fn signature(&self) -> Signature {
Signature::build("config set")
.required("key", SyntaxShape::ColumnPath, "variable name to set")
.required("value", SyntaxShape::Any, "value to use")
}
fn usage(&self) -> &str {
"Sets a value in the config"
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
set(args)
}
fn examples(&self) -> Vec<Example> {
vec![
Example {
description: "Set auto pivoting",
example: "config set pivot_mode always",
result: None,
},
Example {
description: "Set line editor options",
example: "config set line_editor [[edit_mode, completion_type]; [emacs circular]]",
result: None,
},
Example {
description: "Set coloring options",
example: "config set color_config [[header_align header_color]; [left white_bold]]",
result: None,
},
Example {
description: "Set nested options",
example: "config set color_config.header_color white",
result: None,
},
]
}
}
pub fn set(args: CommandArgs) -> Result<OutputStream, ShellError> {
let name = args.call_info.name_tag.clone();
let ctx = &args.context;
let column_path = args.req(0)?;
let mut value: Value = args.req(1)?;
let result = if let Some(global_cfg) = &mut ctx.configs().lock().global_config {
let configuration = UntaggedValue::row(global_cfg.vars.clone()).into_value(&name);
if let UntaggedValue::Table(rows) = &value.value {
if rows.len() == 1 && rows[0].is_row() {
value = rows[0].clone();
}
}
match configuration.forgiving_insert_data_at_column_path(&column_path, value) {
Ok(Value {
value: UntaggedValue::Row(changes),
..
}) => {
global_cfg.vars = changes.entries;
global_cfg.write()?;
ctx.reload_config(global_cfg)?;
let value = UntaggedValue::row(global_cfg.vars.clone()).into_value(name);
Ok(OutputStream::one(value))
}
Ok(_) => Ok(OutputStream::empty()),
Err(reason) => Err(reason),
}
} else {
let value = UntaggedValue::Error(crate::commands::config::err_no_global_cfg_present())
.into_value(name);
Ok(OutputStream::one(value))
};
result
}

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@ -1,81 +0,0 @@
use crate::prelude::*;
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{Signature, SyntaxShape, UntaggedValue, Value};
use nu_source::Tagged;
pub struct SubCommand;
impl WholeStreamCommand for SubCommand {
fn name(&self) -> &str {
"config set_into"
}
fn signature(&self) -> Signature {
Signature::build("config set_into").required(
"set_into",
SyntaxShape::String,
"sets a variable from values in the pipeline",
)
}
fn usage(&self) -> &str {
"Sets a value in the config"
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
set_into(args)
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "Store the contents of the pipeline as a path",
example: "echo ['/usr/bin' '/bin'] | config set_into path",
result: None,
}]
}
}
pub fn set_into(args: CommandArgs) -> Result<OutputStream, ShellError> {
let name = args.call_info.name_tag.clone();
let ctx = &args.context;
let set_into: Tagged<String> = args.req(0)?;
let rows: Vec<Value> = args.input.collect();
let key = set_into.to_string();
let result = if let Some(global_cfg) = &mut ctx.configs().lock().global_config {
if rows.is_empty() {
return Err(ShellError::labeled_error(
"No values given for set_into",
"needs value(s) from pipeline",
set_into.tag(),
));
} else if rows.len() == 1 {
// A single value
let value = &rows[0];
global_cfg.vars.insert(key, value.clone());
} else {
// Take in the pipeline as a table
let value = UntaggedValue::Table(rows).into_value(name.clone());
global_cfg.vars.insert(key, value);
}
global_cfg.write()?;
ctx.reload_config(global_cfg)?;
let value = UntaggedValue::row(global_cfg.vars.clone()).into_value(name);
Ok(OutputStream::one(value))
} else {
let value = UntaggedValue::Error(crate::commands::config::err_no_global_cfg_present())
.into_value(name);
Ok(OutputStream::one(value))
};
result
}

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@ -1,185 +0,0 @@
use crate::prelude::*;
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{ColumnPath, Primitive, Signature, SyntaxShape, UntaggedValue, Value};
use num_bigint::{BigInt, ToBigInt};
pub struct SubCommand;
impl WholeStreamCommand for SubCommand {
fn name(&self) -> &str {
"into binary"
}
fn signature(&self) -> Signature {
Signature::build("into binary").rest(
"rest",
SyntaxShape::ColumnPath,
"column paths to convert to binary (for table input)",
)
}
fn usage(&self) -> &str {
"Convert value to a binary primitive"
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
into_binary(args)
}
fn examples(&self) -> Vec<Example> {
vec![
Example {
description: "convert string to a nushell binary primitive",
example:
"echo 'This is a string that is exactly 52 characters long.' | into binary",
result: Some(vec![UntaggedValue::binary(
"This is a string that is exactly 52 characters long."
.to_string()
.as_bytes()
.to_vec(),
)
.into()]),
},
Example {
description: "convert a number to a nushell binary primitive",
example: "echo 1 | into binary",
result: Some(vec![UntaggedValue::binary(
i64::from(1).to_le_bytes().to_vec(),
)
.into()]),
},
Example {
description: "convert a boolean to a nushell binary primitive",
example: "echo $true | into binary",
result: Some(vec![UntaggedValue::binary(
i64::from(1).to_le_bytes().to_vec(),
)
.into()]),
},
Example {
description: "convert a filesize to a nushell binary primitive",
example: "ls | where name == LICENSE | get size | into binary",
result: None,
},
Example {
description: "convert a filepath to a nushell binary primitive",
example: "ls | where name == LICENSE | get name | path expand | into binary",
result: None,
},
Example {
description: "convert a decimal to a nushell binary primitive",
example: "echo 1.234 | into binary",
result: Some(vec![
UntaggedValue::binary(BigInt::from(1).to_bytes_le().1).into()
]),
},
]
}
}
fn into_binary(args: CommandArgs) -> Result<OutputStream, ShellError> {
let column_paths: Vec<ColumnPath> = args.rest(0)?;
Ok(args
.input
.map(move |v| {
if column_paths.is_empty() {
action(&v, v.tag())
} else {
let mut ret = v;
for path in &column_paths {
ret = ret.swap_data_by_column_path(
path,
Box::new(move |old| action(old, old.tag())),
)?;
}
Ok(ret)
}
})
.into_input_stream())
}
fn int_to_endian(n: i64) -> Vec<u8> {
if cfg!(target_endian = "little") {
n.to_le_bytes().to_vec()
} else {
n.to_be_bytes().to_vec()
}
}
fn bigint_to_endian(n: &BigInt) -> Vec<u8> {
if cfg!(target_endian = "little") {
n.to_bytes_le().1
} else {
n.to_bytes_be().1
}
}
pub fn action(input: &Value, tag: impl Into<Tag>) -> Result<Value, ShellError> {
let tag = tag.into();
match &input.value {
UntaggedValue::Primitive(prim) => Ok(UntaggedValue::binary(match prim {
Primitive::Binary(b) => b.to_vec(),
Primitive::Int(n_ref) => int_to_endian(*n_ref),
Primitive::BigInt(n_ref) => bigint_to_endian(n_ref),
Primitive::Decimal(dec) => match dec.to_bigint() {
Some(n) => bigint_to_endian(&n),
None => {
return Err(ShellError::unimplemented(
"failed to convert decimal to int",
));
}
},
Primitive::Filesize(a_filesize) => match a_filesize.to_bigint() {
Some(n) => bigint_to_endian(&n),
None => {
return Err(ShellError::unimplemented(
"failed to convert filesize to bigint",
));
}
},
Primitive::String(a_string) => a_string.as_bytes().to_vec(),
Primitive::Boolean(a_bool) => match a_bool {
false => int_to_endian(0),
true => int_to_endian(1),
},
Primitive::Date(a_date) => a_date.format("%c").to_string().as_bytes().to_vec(),
Primitive::FilePath(a_filepath) => a_filepath
.as_path()
.display()
.to_string()
.as_bytes()
.to_vec(),
_ => {
return Err(ShellError::unimplemented(
"'into binary' for non-numeric primitives",
))
}
})
.into_value(&tag)),
UntaggedValue::Row(_) => Err(ShellError::labeled_error(
"specify column name to use, with 'into binary COLUMN'",
"found table",
tag,
)),
_ => Err(ShellError::unimplemented(
"'into binary' for unsupported type",
)),
}
}
#[cfg(test)]
mod tests {
use super::ShellError;
use super::SubCommand;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test as test_examples;
test_examples(SubCommand {})
}
}

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@ -1,118 +0,0 @@
use crate::prelude::*;
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{ColumnPath, Primitive, Signature, SyntaxShape, UntaggedValue, Value};
pub struct SubCommand;
impl WholeStreamCommand for SubCommand {
fn name(&self) -> &str {
"into column-path"
}
fn signature(&self) -> Signature {
Signature::build("into column-path").rest(
"rest",
SyntaxShape::ColumnPath,
"values to convert to column path",
)
}
fn usage(&self) -> &str {
"Convert value to column path"
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
into_filepath(args)
}
fn examples(&self) -> Vec<Example> {
vec![
Example {
description: "Convert string to column path in table",
example: "echo [[name]; ['/dev/null'] ['C:\\Program Files'] ['../../Cargo.toml']] | into column-path name",
result: Some(vec![
UntaggedValue::row(indexmap! {
"name".to_string() => UntaggedValue::column_path("/dev/null", Span::unknown()).into(),
})
.into(),
UntaggedValue::row(indexmap! {
"name".to_string() => UntaggedValue::column_path("C:\\Program Files", Span::unknown()).into(),
})
.into(),
UntaggedValue::row(indexmap! {
"name".to_string() => UntaggedValue::column_path("../../Cargo.toml", Span::unknown()).into(),
})
.into(),
]),
},
Example {
description: "Convert string to column path",
example: "echo 'Cargo.toml' | into column-path",
result: Some(vec![UntaggedValue::column_path("Cargo.toml", Span::unknown()).into()]),
},
]
}
}
fn into_filepath(args: CommandArgs) -> Result<OutputStream, ShellError> {
let column_paths: Vec<ColumnPath> = args.rest(0)?;
Ok(args
.input
.map(move |v| {
if column_paths.is_empty() {
action(&v, v.tag())
} else {
let mut ret = v;
for path in &column_paths {
ret = ret.swap_data_by_column_path(
path,
Box::new(move |old| action(old, old.tag())),
)?;
}
Ok(ret)
}
})
.into_input_stream())
}
pub fn action(input: &Value, tag: impl Into<Tag>) -> Result<Value, ShellError> {
let tag = tag.into();
match &input.value {
UntaggedValue::Primitive(prim) => Ok(UntaggedValue::column_path(
match prim {
Primitive::String(a_string) => a_string,
_ => {
return Err(ShellError::unimplemented(
"'into column-path' for non-string primitives",
))
}
},
Span::unknown(),
)
.into_value(&tag)),
UntaggedValue::Row(_) => Err(ShellError::labeled_error(
"specify column name to use, with 'into column-path COLUMN'",
"found table",
tag,
)),
_ => Err(ShellError::unimplemented(
"'into column-path' for unsupported type",
)),
}
}
#[cfg(test)]
mod tests {
use super::ShellError;
use super::SubCommand;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test as test_examples;
test_examples(SubCommand {})
}
}

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@ -1,39 +0,0 @@
use crate::prelude::*;
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{Signature, UntaggedValue};
pub struct Command;
impl WholeStreamCommand for Command {
fn name(&self) -> &str {
"into"
}
fn signature(&self) -> Signature {
Signature::build("into")
}
fn usage(&self) -> &str {
"Apply into function."
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
Ok(OutputStream::one(
UntaggedValue::string(get_full_help(&Command, args.scope())).into_value(Tag::unknown()),
))
}
}
#[cfg(test)]
mod tests {
use super::Command;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test as test_examples;
test_examples(Command {})
}
}

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@ -1,127 +0,0 @@
use std::path::PathBuf;
use crate::prelude::*;
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{ColumnPath, Primitive, Signature, SyntaxShape, UntaggedValue, Value};
pub struct SubCommand;
impl WholeStreamCommand for SubCommand {
fn name(&self) -> &str {
"into path"
}
fn signature(&self) -> Signature {
Signature::build("into path").rest(
"rest",
SyntaxShape::ColumnPath,
"column paths to convert to filepath (for table input)",
)
}
fn usage(&self) -> &str {
"Convert value to filepath"
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
into_filepath(args)
}
fn examples(&self) -> Vec<Example> {
vec![
Example {
description: "Convert string to filepath in table",
example: "echo [[name]; ['/dev/null'] ['C:\\Program Files'] ['../../Cargo.toml']] | into path name",
result: Some(vec![
UntaggedValue::row(indexmap! {
"name".to_string() => UntaggedValue::filepath("/dev/null").into(),
})
.into(),
UntaggedValue::row(indexmap! {
"name".to_string() => UntaggedValue::filepath("C:\\Program Files").into(),
})
.into(),
UntaggedValue::row(indexmap! {
"name".to_string() => UntaggedValue::filepath("../../Cargo.toml").into(),
})
.into(),
]),
},
Example {
description: "Convert string to filepath",
example: "echo 'Cargo.toml' | into path",
result: Some(vec![UntaggedValue::filepath("Cargo.toml").into()]),
},
]
}
}
fn into_filepath(args: CommandArgs) -> Result<OutputStream, ShellError> {
let column_paths: Vec<ColumnPath> = args.rest(0)?;
Ok(args
.input
.map(move |v| {
if column_paths.is_empty() {
action(&v, v.tag())
} else {
let mut ret = v;
for path in &column_paths {
ret = ret.swap_data_by_column_path(
path,
Box::new(move |old| action(old, old.tag())),
)?;
}
Ok(ret)
}
})
.into_input_stream())
}
pub fn action(input: &Value, tag: impl Into<Tag>) -> Result<Value, ShellError> {
let tag = tag.into();
match &input.value {
UntaggedValue::Primitive(prim) => Ok(UntaggedValue::filepath(match prim {
Primitive::String(a_string) => match filepath_from_string(a_string, &tag) {
Ok(n) => n,
Err(e) => {
return Err(e);
}
},
Primitive::FilePath(a_filepath) => a_filepath.clone(),
_ => {
return Err(ShellError::unimplemented(
"'into path' for non-string primitives",
))
}
})
.into_value(&tag)),
UntaggedValue::Row(_) => Err(ShellError::labeled_error(
"specify column name to use, with 'into path COLUMN'",
"found table",
tag,
)),
_ => Err(ShellError::unimplemented(
"'into path' for unsupported type",
)),
}
}
fn filepath_from_string(a_string: &str, _tag: &Tag) -> Result<PathBuf, ShellError> {
Ok(PathBuf::from(a_string))
}
#[cfg(test)]
mod tests {
use super::ShellError;
use super::SubCommand;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test as test_examples;
test_examples(SubCommand {})
}
}

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@ -1,182 +0,0 @@
use std::convert::TryInto;
use crate::prelude::*;
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{ColumnPath, Primitive, Signature, SyntaxShape, UntaggedValue, Value};
use num_bigint::ToBigInt;
pub struct SubCommand;
impl WholeStreamCommand for SubCommand {
fn name(&self) -> &str {
"into filesize"
}
fn signature(&self) -> Signature {
Signature::build("into filesize").rest(
"rest",
SyntaxShape::ColumnPath,
"column paths to convert to filesize (for table input)",
)
}
fn usage(&self) -> &str {
"Convert value to filesize"
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
into_filesize(args)
}
fn examples(&self) -> Vec<Example> {
vec![
Example {
description: "Convert string to filesize in table",
example: "echo [[bytes]; ['5'] [3.2] [4] [2kb]] | into filesize bytes",
result: Some(vec![
UntaggedValue::row(indexmap! {
"bytes".to_string() => UntaggedValue::filesize(5).into(),
})
.into(),
UntaggedValue::row(indexmap! {
"bytes".to_string() => UntaggedValue::filesize(3).into(),
})
.into(),
UntaggedValue::row(indexmap! {
"bytes".to_string() => UntaggedValue::filesize(4).into(),
})
.into(),
UntaggedValue::row(indexmap! {
"bytes".to_string() => UntaggedValue::filesize(2000).into(),
})
.into(),
]),
},
Example {
description: "Convert string to filesize",
example: "echo '2' | into filesize",
result: Some(vec![UntaggedValue::filesize(2).into()]),
},
Example {
description: "Convert decimal to filesize",
example: "echo 8.3 | into filesize",
result: Some(vec![UntaggedValue::filesize(8).into()]),
},
Example {
description: "Convert int to filesize",
example: "echo 5 | into filesize",
result: Some(vec![UntaggedValue::filesize(5).into()]),
},
Example {
description: "Convert file size to filesize",
example: "echo 4KB | into filesize",
result: Some(vec![UntaggedValue::filesize(4000).into()]),
},
]
}
}
fn into_filesize(args: CommandArgs) -> Result<OutputStream, ShellError> {
let column_paths: Vec<ColumnPath> = args.rest(0)?;
Ok(args
.input
.map(move |v| {
if column_paths.is_empty() {
action(&v, v.tag())
} else {
let mut ret = v;
for path in &column_paths {
ret = ret.swap_data_by_column_path(
path,
Box::new(move |old| action(old, old.tag())),
)?;
}
Ok(ret)
}
})
.into_input_stream())
}
pub fn action(input: &Value, tag: impl Into<Tag>) -> Result<Value, ShellError> {
let tag = tag.into();
match &input.value {
UntaggedValue::Primitive(prim) => Ok(UntaggedValue::filesize(match prim {
Primitive::String(a_string) => match int_from_string(a_string.trim(), &tag) {
Ok(n) => n,
Err(e) => {
return Err(e);
}
},
Primitive::Decimal(dec) => match dec.to_bigint() {
Some(n) => match n.to_u64() {
Some(i) => i,
None => {
return Err(ShellError::unimplemented(
"failed to convert decimal to filesize",
));
}
},
None => {
return Err(ShellError::unimplemented(
"failed to convert decimal to filesize",
));
}
},
Primitive::Int(n_ref) => (*n_ref).try_into().map_err(|_| {
ShellError::unimplemented("cannot convert negative integer to filesize")
})?,
Primitive::Filesize(a_filesize) => *a_filesize,
_ => {
return Err(ShellError::unimplemented(
"'into filesize' for non-numeric primitives",
))
}
})
.into_value(&tag)),
UntaggedValue::Row(_) => Err(ShellError::labeled_error(
"specify column name to use, with 'into filesize COLUMN'",
"found table",
tag,
)),
_ => Err(ShellError::unimplemented(
"'into filesize' for unsupported type",
)),
}
}
fn int_from_string(a_string: &str, tag: &Tag) -> Result<u64, ShellError> {
match a_string.parse::<u64>() {
Ok(n) => Ok(n),
Err(_) => match a_string.parse::<f64>() {
Ok(f) => match f.to_u64() {
Some(i) => Ok(i),
None => Err(ShellError::labeled_error(
"Could not convert string value to filesize",
"original value",
tag.clone(),
)),
},
Err(_) => Err(ShellError::labeled_error(
"Could not convert string value to filesize",
"original value",
tag.clone(),
)),
},
}
}
#[cfg(test)]
mod tests {
use super::ShellError;
use super::SubCommand;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test as test_examples;
test_examples(SubCommand {})
}
}

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@ -1,198 +0,0 @@
use crate::prelude::*;
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{ColumnPath, Primitive, Signature, SyntaxShape, UntaggedValue, Value};
use num_bigint::ToBigInt;
pub struct SubCommand;
impl WholeStreamCommand for SubCommand {
fn name(&self) -> &str {
"into int"
}
fn signature(&self) -> Signature {
Signature::build("into int").rest(
"rest",
SyntaxShape::ColumnPath,
"column paths to convert to int (for table input)",
)
}
fn usage(&self) -> &str {
"Convert value to integer"
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
into_int(args)
}
fn examples(&self) -> Vec<Example> {
vec![
Example {
description: "Convert string to integer in table",
example: "echo [[num]; ['-5'] [4] [1.5]] | into int num",
result: Some(vec![
UntaggedValue::row(indexmap! {
"num".to_string() => UntaggedValue::int(-5).into(),
})
.into(),
UntaggedValue::row(indexmap! {
"num".to_string() => UntaggedValue::int(4).into(),
})
.into(),
UntaggedValue::row(indexmap! {
"num".to_string() => UntaggedValue::int(1).into(),
})
.into(),
]),
},
Example {
description: "Convert string to integer",
example: "echo '2' | into int",
result: Some(vec![UntaggedValue::int(2).into()]),
},
Example {
description: "Convert decimal to integer",
example: "echo 5.9 | into int",
result: Some(vec![UntaggedValue::int(5).into()]),
},
Example {
description: "Convert decimal string to integer",
example: "echo '5.9' | into int",
result: Some(vec![UntaggedValue::int(5).into()]),
},
Example {
description: "Convert file size to integer",
example: "echo 4KB | into int",
result: Some(vec![UntaggedValue::int(4000).into()]),
},
Example {
description: "Convert bool to integer",
example: "echo $false $true | into int",
result: Some(vec![
UntaggedValue::int(0).into(),
UntaggedValue::int(1).into(),
]),
},
]
}
}
fn into_int(args: CommandArgs) -> Result<OutputStream, ShellError> {
let column_paths: Vec<ColumnPath> = args.rest(0)?;
Ok(args
.input
.map(move |v| {
if column_paths.is_empty() {
action(&v, v.tag())
} else {
let mut ret = v;
for path in &column_paths {
ret = ret.swap_data_by_column_path(
path,
Box::new(move |old| action(old, old.tag())),
)?;
}
Ok(ret)
}
})
.into_input_stream())
}
pub fn action(input: &Value, tag: impl Into<Tag>) -> Result<Value, ShellError> {
let tag = tag.into();
match &input.value {
UntaggedValue::Primitive(prim) => Ok(UntaggedValue::int(match prim {
Primitive::String(a_string) => match int_from_string(a_string, &tag) {
Ok(n) => n,
Err(e) => {
return Err(e);
}
},
Primitive::Decimal(dec) => match dec.to_bigint() {
Some(n) => match n.to_i64() {
Some(i) => i,
None => {
return Err(ShellError::unimplemented(
"failed to convert decimal to int",
));
}
},
None => {
return Err(ShellError::unimplemented(
"failed to convert decimal to int",
));
}
},
Primitive::Int(n_ref) => *n_ref,
Primitive::Boolean(a_bool) => match a_bool {
false => 0,
true => 1,
},
Primitive::Filesize(a_filesize) => match a_filesize.to_bigint() {
Some(n) => match n.to_i64() {
Some(i) => i,
None => {
return Err(ShellError::unimplemented(
"failed to convert filesize to bigint",
));
}
},
None => {
return Err(ShellError::unimplemented(
"failed to convert filesize to bigint",
));
}
},
_ => {
return Err(ShellError::unimplemented(
"'into int' for non-numeric primitives",
))
}
})
.into_value(&tag)),
UntaggedValue::Row(_) => Err(ShellError::labeled_error(
"specify column name to use, with 'into int COLUMN'",
"found table",
tag,
)),
_ => Err(ShellError::unimplemented("'into int' for unsupported type")),
}
}
fn int_from_string(a_string: &str, tag: &Tag) -> Result<i64, ShellError> {
match a_string.parse::<i64>() {
Ok(n) => Ok(n),
Err(_) => match a_string.parse::<f64>() {
Ok(f) => match f.to_i64() {
Some(i) => Ok(i),
None => Err(ShellError::labeled_error(
"Could not convert string value to int",
"original value",
tag.clone(),
)),
},
Err(_) => Err(ShellError::labeled_error(
"Could not convert string value to int",
"original value",
tag.clone(),
)),
},
}
}
#[cfg(test)]
mod tests {
use super::ShellError;
use super::SubCommand;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test as test_examples;
test_examples(SubCommand {})
}
}

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@ -1,279 +0,0 @@
use crate::prelude::*;
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{ColumnPath, Primitive, Signature, SyntaxShape, UntaggedValue, Value};
use nu_source::Tagged;
use num_bigint::{BigInt, BigUint, ToBigInt};
// TODO num_format::SystemLocale once platform-specific dependencies are stable (see Cargo.toml)
use nu_data::base::shape::InlineShape;
use num_format::Locale;
use num_traits::{Pow, Signed};
use std::iter;
pub struct SubCommand;
impl WholeStreamCommand for SubCommand {
fn name(&self) -> &str {
"into string"
}
fn signature(&self) -> Signature {
Signature::build("into string")
.rest(
"rest",
SyntaxShape::ColumnPath,
"column paths to convert to string (for table input)",
)
.named(
"decimals",
SyntaxShape::Int,
"decimal digits to which to round",
Some('d'),
)
}
fn usage(&self) -> &str {
"Convert value to string"
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
into_string(args)
}
fn examples(&self) -> Vec<Example> {
vec![
Example {
description: "convert decimal to string and round to nearest integer",
example: "echo 1.7 | into string -d 0",
result: Some(vec![UntaggedValue::string("2").into_untagged_value()]),
},
Example {
description: "convert decimal to string",
example: "echo 4.3 | into string",
result: Some(vec![UntaggedValue::string("4.3").into_untagged_value()]),
},
Example {
description: "convert string to string",
example: "echo '1234' | into string",
result: Some(vec![UntaggedValue::string("1234").into_untagged_value()]),
},
Example {
description: "convert boolean to string",
example: "echo $true | into string",
result: Some(vec![UntaggedValue::string("true").into_untagged_value()]),
},
Example {
description: "convert date to string",
example: "date now | into string",
result: None,
},
Example {
description: "convert filepath to string",
example: "ls Cargo.toml | get name | into string",
result: None,
},
Example {
description: "convert filesize to string",
example: "ls Cargo.toml | get size | into string",
result: None,
},
]
}
}
fn into_string(args: CommandArgs) -> Result<OutputStream, ShellError> {
let decimals: Option<Tagged<u64>> = args.get_flag("decimals")?;
let column_paths: Vec<ColumnPath> = args.rest(0)?;
let digits = decimals.as_ref().map(|tagged| tagged.item);
let group_digits = false;
Ok(args
.input
.map(move |v| {
if column_paths.is_empty() {
action(&v, v.tag(), digits, group_digits)
} else {
let mut ret = v;
for path in &column_paths {
ret = ret.swap_data_by_column_path(
path,
Box::new(move |old| action(old, old.tag(), digits, group_digits)),
)?;
}
Ok(ret)
}
})
.into_input_stream())
}
pub fn action(
input: &Value,
tag: impl Into<Tag>,
digits: Option<u64>,
group_digits: bool,
) -> Result<Value, ShellError> {
match &input.value {
UntaggedValue::Primitive(prim) => Ok(UntaggedValue::string(match prim {
Primitive::Int(int) => {
if group_digits {
format_int(*int) // int.to_formatted_string(*locale)
} else {
int.to_string()
}
}
Primitive::BigInt(int) => {
if group_digits {
format_bigint(int) // int.to_formatted_string(*locale)
} else {
int.to_string()
}
}
Primitive::Decimal(dec) => format_decimal(dec.clone(), digits, group_digits),
Primitive::String(a_string) => a_string.to_string(),
Primitive::Boolean(a_bool) => a_bool.to_string(),
Primitive::Date(a_date) => a_date.format("%c").to_string(),
Primitive::FilePath(a_filepath) => a_filepath.as_path().display().to_string(),
Primitive::Filesize(a_filesize) => {
let byte_string = InlineShape::format_bytes(*a_filesize, None);
byte_string.1
}
Primitive::Nothing => "nothing".to_string(),
_ => {
return Err(ShellError::unimplemented(&format!(
"into string for primitive: {:?}",
prim
)))
}
})
.into_value(tag)),
UntaggedValue::Row(_) => Err(ShellError::labeled_error(
"specify column to use 'into string'",
"found table",
input.tag.clone(),
)),
UntaggedValue::Table(_) => Err(ShellError::unimplemented("into string for table")),
_ => Err(ShellError::unimplemented("into string for non-primitive")),
}
}
fn format_int(int: i64) -> String {
int.to_string()
// TODO once platform-specific dependencies are stable (see Cargo.toml)
// #[cfg(windows)]
// {
// int.to_formatted_string(&Locale::en)
// }
// #[cfg(not(windows))]
// {
// match SystemLocale::default() {
// Ok(locale) => int.to_formatted_string(&locale),
// Err(_) => int.to_formatted_string(&Locale::en),
// }
// }
}
fn format_bigint(int: &BigInt) -> String {
int.to_string()
// TODO once platform-specific dependencies are stable (see Cargo.toml)
// #[cfg(windows)]
// {
// int.to_formatted_string(&Locale::en)
// }
// #[cfg(not(windows))]
// {
// match SystemLocale::default() {
// Ok(locale) => int.to_formatted_string(&locale),
// Err(_) => int.to_formatted_string(&Locale::en),
// }
// }
}
fn format_decimal(mut decimal: BigDecimal, digits: Option<u64>, group_digits: bool) -> String {
if let Some(n) = digits {
decimal = round_decimal(&decimal, n)
}
if decimal.is_integer() && (digits.is_none() || digits == Some(0)) {
let int = decimal
.to_bigint()
.expect("integer BigDecimal should convert to BigInt");
return if group_digits {
int.to_string()
} else {
format_bigint(&int)
};
}
let (int, exp) = decimal.as_bigint_and_exponent();
let factor = BigInt::from(10).pow(BigUint::from(exp as u64)); // exp > 0 for non-int decimal
let int_part = &int / &factor;
let dec_part = (&int % &factor)
.abs()
.to_biguint()
.expect("BigInt::abs should always produce positive signed BigInt and thus BigUInt")
.to_str_radix(10);
let dec_str = if let Some(n) = digits {
dec_part
.chars()
.chain(iter::repeat('0'))
.take(n as usize)
.collect()
} else {
String::from(dec_part.trim_end_matches('0'))
};
let format_default_loc = |int_part: BigInt| {
let loc = Locale::en;
//TODO: when num_format is available for recent bigint, replace this with the locale-based format
let (int_str, sep) = (int_part.to_string(), String::from(loc.decimal()));
format!("{}{}{}", int_str, sep, dec_str)
};
format_default_loc(int_part)
// TODO once platform-specific dependencies are stable (see Cargo.toml)
// #[cfg(windows)]
// {
// format_default_loc(int_part)
// }
// #[cfg(not(windows))]
// {
// match SystemLocale::default() {
// Ok(sys_loc) => {
// let int_str = int_part.to_formatted_string(&sys_loc);
// let sep = String::from(sys_loc.decimal());
// format!("{}{}{}", int_str, sep, dec_str)
// }
// Err(_) => format_default_loc(int_part),
// }
// }
}
fn round_decimal(decimal: &BigDecimal, mut digits: u64) -> BigDecimal {
let mut mag = decimal.clone();
while mag >= BigDecimal::from(1) {
mag = mag / 10;
digits += 1;
}
decimal.with_prec(digits)
}
#[cfg(test)]
mod tests {
use super::ShellError;
use super::SubCommand;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test as test_examples;
test_examples(SubCommand {})
}
}

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@ -1,52 +0,0 @@
use crate::prelude::*;
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{Signature, SyntaxShape, UntaggedValue};
pub struct Alias;
impl WholeStreamCommand for Alias {
fn name(&self) -> &str {
"alias"
}
fn signature(&self) -> Signature {
Signature::build("alias")
.required("name", SyntaxShape::String, "the name of the alias")
.required("equals", SyntaxShape::String, "the equals sign")
.rest("rest", SyntaxShape::Any, "the expansion for the alias")
}
fn usage(&self) -> &str {
"Alias a command to an expansion."
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
alias(args)
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "Alias ll to ls -l",
example: "alias ll = ls -l",
result: None,
}]
}
}
pub fn alias(args: CommandArgs) -> Result<OutputStream, ShellError> {
// TODO: is there a better way of checking whether no arguments were passed?
if args.nth(0).is_none() {
let aliases = UntaggedValue::string(
&args
.scope()
.get_aliases()
.iter()
.map(|val| format!("{} = '{}'", val.0, val.1.iter().map(|x| &x.item).join(" ")))
.join("\n"),
);
return Ok(OutputStream::one(aliases));
}
Ok(OutputStream::empty())
}

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@ -1,54 +0,0 @@
use crate::prelude::*;
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{ReturnSuccess, Signature, UntaggedValue};
pub struct Debug;
impl WholeStreamCommand for Debug {
fn name(&self) -> &str {
"debug"
}
fn signature(&self) -> Signature {
Signature::build("debug").switch("raw", "Prints the raw value representation.", Some('r'))
}
fn usage(&self) -> &str {
"Print the Rust debug representation of the values."
}
fn run_with_actions(&self, args: CommandArgs) -> Result<ActionStream, ShellError> {
debug_value(args)
}
}
fn debug_value(args: CommandArgs) -> Result<ActionStream, ShellError> {
let raw = args.has_flag("raw");
let input = args.input;
Ok(input
.map(move |v| {
if raw {
ReturnSuccess::value(
UntaggedValue::string(format!("{:#?}", v)).into_untagged_value(),
)
} else {
ReturnSuccess::debug_value(v)
}
})
.into_action_stream())
}
#[cfg(test)]
mod tests {
use super::Debug;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test as test_examples;
test_examples(Debug {})
}
}

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@ -1,47 +0,0 @@
use crate::prelude::*;
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{hir::CapturedBlock, Signature, SyntaxShape, Value};
use nu_source::Tagged;
pub struct Def;
#[derive(Deserialize)]
pub struct DefArgs {
pub name: Tagged<String>,
pub args: Tagged<Vec<Value>>,
pub block: CapturedBlock,
}
impl WholeStreamCommand for Def {
fn name(&self) -> &str {
"def"
}
fn signature(&self) -> Signature {
Signature::build("def")
.required("name", SyntaxShape::String, "the name of the command")
.required(
"params",
SyntaxShape::Table,
"the parameters of the command",
)
.required("block", SyntaxShape::Block, "the body of the command")
}
fn usage(&self) -> &str {
"Create a command and set it to a definition."
}
fn run_with_actions(&self, _args: CommandArgs) -> Result<ActionStream, ShellError> {
// Currently, we don't do anything here because we should have already
// installed the definition as we entered the scope
// We just create a command so that we can get proper coloring
Ok(ActionStream::empty())
}
fn examples(&self) -> Vec<Example> {
vec![]
}
}

View File

@ -1,53 +0,0 @@
use crate::prelude::*;
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{ReturnSuccess, Signature, UntaggedValue};
pub struct Describe;
#[derive(Deserialize)]
pub struct DescribeArgs {}
impl WholeStreamCommand for Describe {
fn name(&self) -> &str {
"describe"
}
fn signature(&self) -> Signature {
Signature::build("describe")
}
fn usage(&self) -> &str {
"Describes the objects in the stream."
}
fn run_with_actions(&self, args: CommandArgs) -> Result<ActionStream, ShellError> {
describe(args)
}
}
pub fn describe(args: CommandArgs) -> Result<ActionStream, ShellError> {
Ok(args
.input
.map(|row| {
let name = value::plain_type(&row, 100);
ReturnSuccess::value(
UntaggedValue::string(name).into_value(Tag::unknown_anchor(row.tag.span)),
)
})
.into_action_stream())
}
#[cfg(test)]
mod tests {
use super::Describe;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test as test_examples;
test_examples(Describe {})
}
}

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@ -1,141 +0,0 @@
use crate::prelude::*;
use nu_engine::run_block;
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
hir::CapturedBlock, hir::ExternalRedirection, Signature, SyntaxShape, UntaggedValue, Value,
};
pub struct Do;
struct DoArgs {
block: CapturedBlock,
ignore_errors: bool,
rest: Vec<Value>,
}
impl WholeStreamCommand for Do {
fn name(&self) -> &str {
"do"
}
fn signature(&self) -> Signature {
Signature::build("do")
.required("block", SyntaxShape::Block, "the block to run ")
.switch(
"ignore-errors",
"ignore errors as the block runs",
Some('i'),
)
.rest("rest", SyntaxShape::Any, "the parameter(s) for the block")
}
fn usage(&self) -> &str {
"Runs a block, optionally ignoring errors."
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
do_(args)
}
fn examples(&self) -> Vec<Example> {
vec![
Example {
description: "Run the block",
example: r#"do { echo hello }"#,
result: Some(vec![Value::from("hello")]),
},
Example {
description: "Run the block and ignore errors",
example: r#"do -i { thisisnotarealcommand }"#,
result: Some(vec![]),
},
Example {
description: "Run the block with a parameter",
example: r#"do { |x| $x + 100 } 55"#,
result: Some(vec![UntaggedValue::int(155).into()]),
},
]
}
}
fn do_(args: CommandArgs) -> Result<OutputStream, ShellError> {
let external_redirection = args.call_info.args.external_redirection;
let context = args.context().clone();
let do_args = DoArgs {
block: args.req(0)?,
ignore_errors: args.has_flag("ignore-errors"),
rest: args.rest(1)?,
};
let block_redirection = match external_redirection {
ExternalRedirection::None => {
if do_args.ignore_errors {
ExternalRedirection::Stderr
} else {
ExternalRedirection::None
}
}
ExternalRedirection::Stdout => {
if do_args.ignore_errors {
ExternalRedirection::StdoutAndStderr
} else {
ExternalRedirection::Stdout
}
}
x => x,
};
context.scope.enter_scope();
context.scope.add_vars(&do_args.block.captured.entries);
for (param, value) in do_args
.block
.block
.params
.positional
.iter()
.zip(do_args.rest)
{
context.scope.add_var(param.0.name(), value.clone());
}
let result = run_block(
&do_args.block.block,
&context,
args.input,
block_redirection,
);
context.scope.exit_scope();
if do_args.ignore_errors {
// To properly ignore errors we need to redirect stderr, consume it, and remove
// any errors we see in the process.
match result {
Ok(mut stream) => {
let output = stream.drain_vec();
context.clear_errors();
Ok(output.into_iter().into_output_stream())
}
Err(_) => Ok(OutputStream::empty()),
}
} else {
result.map(|x| x.into_output_stream())
}
}
#[cfg(test)]
mod tests {
use super::Do;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test as test_examples;
test_examples(Do {})
}
}

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@ -1,207 +0,0 @@
use crate::prelude::*;
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::hir::Operator;
use nu_protocol::{Primitive, Range, RangeInclusion, Signature, SyntaxShape, UntaggedValue, Value};
pub struct Echo;
impl WholeStreamCommand for Echo {
fn name(&self) -> &str {
"echo"
}
fn signature(&self) -> Signature {
Signature::build("echo").rest("rest", SyntaxShape::Any, "the values to echo")
}
fn usage(&self) -> &str {
"Echo the arguments back to the user."
}
fn run(&self, args: CommandArgs) -> Result<InputStream, ShellError> {
echo(args)
}
fn examples(&self) -> Vec<Example> {
vec![
Example {
description: "Put a hello message in the pipeline",
example: "echo 'hello'",
result: Some(vec![Value::from("hello")]),
},
Example {
description: "Print the value of the special '$nu' variable",
example: "echo $nu",
result: None,
},
]
}
}
pub fn expand_value_to_stream(v: Value) -> InputStream {
match v {
Value {
value: UntaggedValue::Table(table),
..
} => InputStream::from_stream(table.into_iter()),
Value {
value: UntaggedValue::Primitive(Primitive::Range(range)),
tag,
} => InputStream::from_stream(RangeIterator::new(*range, tag)),
x => InputStream::one(x),
}
}
fn echo(args: CommandArgs) -> Result<InputStream, ShellError> {
let rest: Vec<Value> = args.rest(0)?;
let stream = rest.into_iter().map(|i| match i.as_string() {
Ok(s) => InputStream::one(UntaggedValue::string(s).into_value(i.tag)),
_ => expand_value_to_stream(i),
});
Ok(InputStream::from_stream(stream.flatten()))
}
struct RangeIterator {
curr: UntaggedValue,
end: UntaggedValue,
tag: Tag,
is_end_inclusive: bool,
moves_up: bool,
one: UntaggedValue,
negative_one: UntaggedValue,
done: bool,
}
impl RangeIterator {
pub fn new(range: Range, tag: Tag) -> RangeIterator {
let start = match range.from.0.item {
Primitive::Nothing => Primitive::Int(0.into()),
x => x,
};
let end = match range.to.0.item {
Primitive::Nothing => Primitive::Int(i64::MAX),
x => x,
};
RangeIterator {
moves_up: start <= end,
curr: UntaggedValue::Primitive(start),
end: UntaggedValue::Primitive(end),
tag,
is_end_inclusive: matches!(range.to.1, RangeInclusion::Inclusive),
one: UntaggedValue::int(1),
negative_one: UntaggedValue::int(-1),
done: false,
}
}
}
impl Iterator for RangeIterator {
type Item = Value;
fn next(&mut self) -> Option<Self::Item> {
use std::cmp::Ordering;
if self.done {
return None;
}
let ordering = if self.end == UntaggedValue::Primitive(Primitive::Nothing) {
Ordering::Less
} else {
match (&self.curr, &self.end) {
(
UntaggedValue::Primitive(Primitive::Int(x)),
UntaggedValue::Primitive(Primitive::Int(y)),
) => x.cmp(y),
(
UntaggedValue::Primitive(Primitive::Decimal(x)),
UntaggedValue::Primitive(Primitive::Decimal(y)),
) => x.cmp(y),
(
UntaggedValue::Primitive(Primitive::Decimal(x)),
UntaggedValue::Primitive(Primitive::Int(y)),
) => x.cmp(&(BigDecimal::from(*y))),
(
UntaggedValue::Primitive(Primitive::Int(x)),
UntaggedValue::Primitive(Primitive::Decimal(y)),
) => (BigDecimal::from(*x)).cmp(y),
_ => {
self.done = true;
return Some(
UntaggedValue::Error(ShellError::labeled_error(
"Cannot create range",
"unsupported range",
self.tag.span,
))
.into_untagged_value(),
);
}
}
};
if self.moves_up
&& (ordering == Ordering::Less || self.is_end_inclusive && ordering == Ordering::Equal)
{
let next_value = nu_data::value::compute_values(Operator::Plus, &self.curr, &self.one);
let mut next = match next_value {
Ok(result) => result,
Err((left_type, right_type)) => {
self.done = true;
return Some(
UntaggedValue::Error(ShellError::coerce_error(
left_type.spanned(self.tag.span),
right_type.spanned(self.tag.span),
))
.into_untagged_value(),
);
}
};
std::mem::swap(&mut self.curr, &mut next);
Some(next.into_value(self.tag.clone()))
} else if !self.moves_up
&& (ordering == Ordering::Greater
|| self.is_end_inclusive && ordering == Ordering::Equal)
{
let next_value =
nu_data::value::compute_values(Operator::Plus, &self.curr, &self.negative_one);
let mut next = match next_value {
Ok(result) => result,
Err((left_type, right_type)) => {
self.done = true;
return Some(
UntaggedValue::Error(ShellError::coerce_error(
left_type.spanned(self.tag.span),
right_type.spanned(self.tag.span),
))
.into_untagged_value(),
);
}
};
std::mem::swap(&mut self.curr, &mut next);
Some(next.into_value(self.tag.clone()))
} else {
None
}
}
}
#[cfg(test)]
mod tests {
use super::Echo;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test as test_examples;
test_examples(Echo {})
}
}

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@ -1,109 +0,0 @@
use crate::prelude::*;
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{Primitive, Signature, UntaggedValue, Value};
pub struct SubCommand;
impl WholeStreamCommand for SubCommand {
fn name(&self) -> &str {
"error make"
}
fn signature(&self) -> Signature {
Signature::build("error make")
}
fn usage(&self) -> &str {
"Create an error."
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
let input = args.input;
Ok(input
.map(|value| {
make_error(&value)
.map(|err| UntaggedValue::Error(err).into_value(value.tag()))
.unwrap_or_else(|| {
UntaggedValue::Error(ShellError::untagged_runtime_error(
"Creating error value not supported.",
))
.into_value(value.tag())
})
})
.into_output_stream())
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "Creates a labeled error",
example: r#"[
[ msg, labels, span];
["The message", "Helpful message here", ([[start, end]; [0, 141]])]
] | error make"#,
result: None,
}]
}
}
fn make_error(value: &Value) -> Option<ShellError> {
if let Value {
value: UntaggedValue::Row(dict),
..
} = value
{
let msg = dict.get_data_by_key("msg".spanned_unknown());
let labels =
dict.get_data_by_key("labels".spanned_unknown())
.and_then(|table| match &table.value {
UntaggedValue::Table(_) => table
.table_entries()
.map(|value| value.as_string().ok())
.collect(),
UntaggedValue::Primitive(Primitive::String(label)) => {
Some(vec![label.to_string()])
}
_ => None,
});
let _anchor = dict.get_data_by_key("tag".spanned_unknown());
let span = dict.get_data_by_key("span".spanned_unknown());
if msg.is_none() || labels.is_none() || span.is_none() {
return None;
}
let msg = msg.and_then(|msg| msg.as_string().ok());
if let Some(labels) = labels {
if labels.is_empty() {
return None;
}
return Some(ShellError::labeled_error(
msg.expect("Message will always be present."),
&labels[0],
span.map(|data| match data {
Value {
value: UntaggedValue::Row(vals),
..
} => match (vals.entries.get("start"), vals.entries.get("end")) {
(Some(start), Some(end)) => {
let start = start.as_usize().ok().unwrap_or(0);
let end = end.as_usize().ok().unwrap_or(0);
Span::new(start, end)
}
(_, _) => Span::unknown(),
},
_ => Span::unknown(),
})
.unwrap_or_else(Span::unknown),
));
}
}
None
}

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@ -1,3 +0,0 @@
mod make;
pub use make::SubCommand as ErrorMake;

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@ -1,110 +0,0 @@
use crate::prelude::*;
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{Dictionary, Signature, SyntaxShape, UntaggedValue, Value};
pub struct Find;
impl WholeStreamCommand for Find {
fn name(&self) -> &str {
"find"
}
fn signature(&self) -> Signature {
Signature::build("find").rest("rest", SyntaxShape::String, "search term")
}
fn usage(&self) -> &str {
"Find text in the output of a previous command"
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
find(args)
}
fn examples(&self) -> Vec<Example> {
vec![
Example {
description: "Search pipeline output for multiple terms",
example: r#"ls | find toml md sh"#,
result: None,
},
Example {
description: "Search strings for term(s)",
example: r#"echo Cargo.toml | find toml"#,
result: Some(vec![Value::from("Cargo.toml")]),
},
Example {
description: "Search a number list for term(s)",
example: r#"[1 2 3 4 5] | find 5"#,
result: Some(vec![UntaggedValue::int(5).into()]),
},
Example {
description: "Search string list for term(s)",
example: r#"[moe larry curly] | find l"#,
result: Some(vec![Value::from("larry"), Value::from("curly")]),
},
]
}
}
fn row_contains(row: &Dictionary, search_terms: Vec<String>) -> bool {
for term in search_terms {
for (k, v) in &row.entries {
let key = k.to_string().trim().to_lowercase();
let value = v.convert_to_string().trim().to_lowercase();
if key.contains(&term) || value.contains(&term) {
return true;
}
}
}
false
}
fn find(args: CommandArgs) -> Result<OutputStream, ShellError> {
let rest: Vec<Value> = args.rest(0)?;
Ok(args
.input
.filter(move |row| match &row.value {
UntaggedValue::Row(row) => {
let sterms: Vec<String> = rest
.iter()
.map(|t| t.convert_to_string().trim().to_lowercase())
.collect();
row_contains(row, sterms)
}
UntaggedValue::Primitive(_p) => {
// eprint!("prim {}", p.type_name());
let sterms: Vec<String> = rest
.iter()
.map(|t| t.convert_to_string().trim().to_lowercase())
.collect();
let prim_string = &row.convert_to_string().trim().to_lowercase();
for term in sterms {
if prim_string.contains(&term) {
return true;
}
}
false
}
_ => false,
})
.into_output_stream())
}
#[cfg(test)]
mod tests {
use super::Find;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test as test_examples;
test_examples(Find {})
}
}

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@ -1,353 +0,0 @@
use crate::prelude::*;
use crate::TaggedListBuilder;
use nu_engine::{documentation::generate_docs, Command, WholeStreamCommand};
use nu_errors::ShellError;
use nu_protocol::{
Dictionary, NamedType, PositionalType, ReturnSuccess, Signature, SyntaxShape,
TaggedDictBuilder, UntaggedValue, Value,
};
use nu_source::{SpannedItem, Tag, Tagged};
use nu_value_ext::ValueExt;
pub struct Help;
impl WholeStreamCommand for Help {
fn name(&self) -> &str {
"help"
}
fn signature(&self) -> Signature {
Signature::build("help")
.rest(
"rest",
SyntaxShape::String,
"the name of command to get help on",
)
.named(
"find",
SyntaxShape::String,
"string to find in command usage",
Some('f'),
)
}
fn usage(&self) -> &str {
"Display help information about commands."
}
fn run_with_actions(&self, args: CommandArgs) -> Result<ActionStream, ShellError> {
help(args)
}
fn examples(&self) -> Vec<Example> {
vec![
Example {
description: "show all commands and sub-commands",
example: "help commands",
result: None,
},
Example {
description: "generate documentation",
example: "help generate_docs",
result: None,
},
Example {
description: "show help for single command",
example: "help match",
result: None,
},
Example {
description: "show help for single sub-command",
example: "help str lpad",
result: None,
},
Example {
description: "search for string in command usage",
example: "help --find char",
result: None,
},
]
}
}
fn help(args: CommandArgs) -> Result<ActionStream, ShellError> {
let name = args.call_info.name_tag.clone();
let scope = args.scope().clone();
let find: Option<Tagged<String>> = args.get_flag("find")?;
let rest: Vec<Tagged<String>> = args.rest(0)?;
if let Some(f) = find {
let search_string = f.item;
let full_commands = scope.get_commands_info();
let mut found_cmds_vec = Vec::new();
for (key, cmd) in full_commands {
let mut indexmap = IndexMap::new();
let c = cmd.usage().to_string();
let e = cmd.extra_usage().to_string();
if key.to_lowercase().contains(&search_string)
|| c.to_lowercase().contains(&search_string)
|| e.to_lowercase().contains(&search_string)
{
indexmap.insert(
"name".to_string(),
UntaggedValue::string(key).into_value(&name),
);
indexmap.insert(
"usage".to_string(),
UntaggedValue::string(cmd.usage().to_string()).into_value(&name),
);
indexmap.insert(
"extra_usage".to_string(),
UntaggedValue::string(cmd.extra_usage().to_string()).into_value(&name),
);
found_cmds_vec
.push(UntaggedValue::Row(Dictionary::from(indexmap)).into_value(&name));
}
}
return Ok(found_cmds_vec.into_iter().into_action_stream());
}
if !rest.is_empty() {
if rest[0].item == "commands" {
let mut sorted_names = scope.get_command_names();
sorted_names.sort();
let (mut subcommand_names, command_names) = sorted_names
.into_iter()
// private only commands shouldn't be displayed
.filter(|cmd_name| {
scope
.get_command(cmd_name)
.filter(|command| !command.is_private())
.is_some()
})
.partition::<Vec<_>, _>(|cmd_name| cmd_name.contains(' '));
fn process_name(
dict: &mut TaggedDictBuilder,
cmd_name: &str,
scope: Scope,
rest: Vec<Tagged<String>>,
name: Tag,
) -> Result<(), ShellError> {
let document_tag = rest[0].tag.clone();
let value = command_dict(
scope.get_command(cmd_name).ok_or_else(|| {
ShellError::labeled_error(
format!("Could not load {}", cmd_name),
"could not load command",
document_tag,
)
})?,
name,
);
dict.insert_untagged("name", cmd_name);
dict.insert_untagged(
"description",
value
.get_data_by_key("usage".spanned_unknown())
.ok_or_else(|| {
ShellError::labeled_error(
"Expected a usage key",
"expected a 'usage' key",
&value.tag,
)
})?
.as_string()?,
);
Ok(())
}
fn make_subcommands_table(
subcommand_names: &mut Vec<String>,
cmd_name: &str,
scope: Scope,
rest: Vec<Tagged<String>>,
name: Tag,
) -> Result<Value, ShellError> {
let (matching, not_matching) =
subcommand_names.drain(..).partition(|subcommand_name| {
subcommand_name.starts_with(&format!("{} ", cmd_name))
});
*subcommand_names = not_matching;
Ok(if !matching.is_empty() {
UntaggedValue::table(
&(matching
.into_iter()
.map(|cmd_name: String| -> Result<_, ShellError> {
let mut short_desc = TaggedDictBuilder::new(name.clone());
process_name(
&mut short_desc,
&cmd_name,
scope.clone(),
rest.clone(),
name.clone(),
)?;
Ok(short_desc.into_value())
})
.collect::<Result<Vec<_>, _>>()?[..]),
)
.into_value(name)
} else {
UntaggedValue::nothing().into_value(name)
})
}
let iterator =
command_names
.into_iter()
.map(move |cmd_name| -> Result<_, ShellError> {
let mut short_desc = TaggedDictBuilder::new(name.clone());
process_name(
&mut short_desc,
&cmd_name,
scope.clone(),
rest.clone(),
name.clone(),
)?;
short_desc.insert_value(
"subcommands",
make_subcommands_table(
&mut subcommand_names,
&cmd_name,
scope.clone(),
rest.clone(),
name.clone(),
)?,
);
ReturnSuccess::value(short_desc.into_value())
});
Ok(iterator.into_action_stream())
} else if rest[0].item == "generate_docs" {
Ok(ActionStream::one(ReturnSuccess::value(generate_docs(
&scope,
))))
} else if rest.len() == 2 {
// Check for a subcommand
let command_name = format!("{} {}", rest[0].item, rest[1].item);
if let Some(command) = scope.get_command(&command_name) {
Ok(ActionStream::one(ReturnSuccess::value(
UntaggedValue::string(get_full_help(command.stream_command(), &scope))
.into_value(Tag::unknown()),
)))
} else {
Ok(ActionStream::empty())
}
} else if let Some(command) = scope.get_command(&rest[0].item) {
Ok(ActionStream::one(ReturnSuccess::value(
UntaggedValue::string(get_full_help(command.stream_command(), &scope))
.into_value(Tag::unknown()),
)))
} else {
Err(ShellError::labeled_error(
"Can't find command (use 'help commands' for full list)",
"can't find command",
rest[0].tag.span,
))
}
} else {
let msg = r#"Welcome to Nushell.
Here are some tips to help you get started.
* help commands - list all available commands
* help <command name> - display help about a particular command
Nushell works on the idea of a "pipeline". Pipelines are commands connected with the '|' character.
Each stage in the pipeline works together to load, parse, and display information to you.
[Examples]
List the files in the current directory, sorted by size:
ls | sort-by size
Get information about the current system:
sys | get host
Get the processes on your system actively using CPU:
ps | where cpu > 0
You can also learn more at https://www.nushell.sh/book/"#;
Ok(ActionStream::one(ReturnSuccess::value(
UntaggedValue::string(msg).into_value(Tag::unknown()),
)))
}
}
fn for_spec(name: &str, ty: &str, required: bool, tag: impl Into<Tag>) -> Value {
let tag = tag.into();
let mut spec = TaggedDictBuilder::new(tag);
spec.insert_untagged("name", UntaggedValue::string(name));
spec.insert_untagged("type", UntaggedValue::string(ty));
spec.insert_untagged(
"required",
UntaggedValue::string(if required { "yes" } else { "no" }),
);
spec.into_value()
}
pub fn signature_dict(signature: Signature, tag: impl Into<Tag>) -> Value {
let tag = tag.into();
let mut sig = TaggedListBuilder::new(&tag);
for arg in &signature.positional {
let is_required = matches!(arg.0, PositionalType::Mandatory(_, _));
sig.push_value(for_spec(arg.0.name(), "argument", is_required, &tag));
}
if signature.rest_positional.is_some() {
let is_required = false;
sig.push_value(for_spec("rest", "argument", is_required, &tag));
}
for (name, ty) in &signature.named {
match ty.0 {
NamedType::Mandatory(_, _) => sig.push_value(for_spec(name, "flag", true, &tag)),
NamedType::Optional(_, _) => sig.push_value(for_spec(name, "flag", false, &tag)),
NamedType::Switch(_) => sig.push_value(for_spec(name, "switch", false, &tag)),
}
}
sig.into_value()
}
fn command_dict(command: Command, tag: impl Into<Tag>) -> Value {
let tag = tag.into();
let mut cmd_dict = TaggedDictBuilder::new(&tag);
cmd_dict.insert_untagged("name", UntaggedValue::string(command.name()));
cmd_dict.insert_untagged("type", UntaggedValue::string("Command"));
cmd_dict.insert_value("signature", signature_dict(command.signature(), tag));
cmd_dict.insert_untagged("usage", UntaggedValue::string(command.usage()));
cmd_dict.into_value()
}
#[cfg(test)]
mod tests {
use super::Help;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test as test_examples;
test_examples(Help {})
}
}

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@ -1,74 +0,0 @@
use crate::prelude::*;
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{ReturnSuccess, Signature, UntaggedValue};
use std::fs::File;
use std::io::{BufRead, BufReader};
pub struct History;
impl WholeStreamCommand for History {
fn name(&self) -> &str {
"history"
}
fn signature(&self) -> Signature {
Signature::build("history").switch("clear", "Clears out the history entries", Some('c'))
}
fn usage(&self) -> &str {
"Display command history."
}
fn run_with_actions(&self, args: CommandArgs) -> Result<ActionStream, ShellError> {
history(args)
}
}
fn history(args: CommandArgs) -> Result<ActionStream, ShellError> {
let tag = args.call_info.name_tag.clone();
let ctx = &args.context;
let clear = args.has_flag("clear");
let path = if let Some(global_cfg) = &ctx.configs().lock().global_config {
nu_data::config::path::history_path_or_default(global_cfg)
} else {
nu_data::config::path::default_history_path()
};
if clear {
// This is a NOOP, the logic to clear is handled in cli.rs
Ok(ActionStream::empty())
} else if let Ok(file) = File::open(path) {
let reader = BufReader::new(file);
// Skips the first line, which is a Rustyline internal
let output = reader.lines().skip(1).filter_map(move |line| match line {
Ok(line) => Some(ReturnSuccess::value(
UntaggedValue::string(line).into_value(tag.clone()),
)),
Err(_) => None,
});
Ok(output.into_action_stream())
} else {
Err(ShellError::labeled_error(
"Could not open history",
"history file could not be opened",
tag,
))
}
}
#[cfg(test)]
mod tests {
use super::History;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test as test_examples;
test_examples(History {})
}
}

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@ -1,154 +0,0 @@
use crate::prelude::*;
use nu_engine::evaluate_baseline_expr;
use nu_engine::run_block;
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
hir::CapturedBlock, hir::ClassifiedCommand, Signature, SyntaxShape, UntaggedValue,
};
use nu_stream::OutputStream;
pub struct If;
impl WholeStreamCommand for If {
fn name(&self) -> &str {
"if"
}
fn signature(&self) -> Signature {
Signature::build("if")
.required(
"condition",
SyntaxShape::MathExpression,
"the condition that must match",
)
.required(
"then_case",
SyntaxShape::Block,
"block to run if condition is true",
)
.required(
"else_case",
SyntaxShape::Block,
"block to run if condition is false",
)
}
fn usage(&self) -> &str {
"Run blocks if a condition is true or false."
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
if_command(args)
}
fn examples(&self) -> Vec<Example> {
vec![
Example {
description: "Run a block if a condition is true",
example: "let x = 10; if $x > 5 { echo 'greater than 5' } { echo 'less than or equal to 5' }",
result: Some(vec![UntaggedValue::string("greater than 5").into()]),
},
Example {
description: "Run a block if a condition is false",
example: "let x = 1; if $x > 5 { echo 'greater than 5' } { echo 'less than or equal to 5' }",
result: Some(vec![UntaggedValue::string("less than or equal to 5").into()]),
},
]
}
}
fn if_command(args: CommandArgs) -> Result<OutputStream, ShellError> {
let tag = args.call_info.name_tag.clone();
let external_redirection = args.call_info.args.external_redirection;
let context = Arc::new(args.context.clone());
let condition: CapturedBlock = args.req(0)?;
let then_case: CapturedBlock = args.req(1)?;
let else_case: CapturedBlock = args.req(2)?;
let input = args.input;
let cond = {
if condition.block.block.len() != 1 {
return Err(ShellError::labeled_error(
"Expected a condition",
"expected a condition",
tag,
));
}
match condition.block.block[0].pipelines.get(0) {
Some(item) => match item.list.get(0) {
Some(ClassifiedCommand::Expr(expr)) => expr,
_ => {
return Err(ShellError::labeled_error(
"Expected a condition",
"expected a condition",
tag,
));
}
},
None => {
return Err(ShellError::labeled_error(
"Expected a condition",
"expected a condition",
tag,
));
}
}
};
context.scope.enter_scope();
context.scope.add_vars(&condition.captured.entries);
//FIXME: should we use the scope that's brought in as well?
let condition = evaluate_baseline_expr(cond, &context);
let result = match condition {
Ok(condition) => match condition.as_bool() {
Ok(b) => {
if b {
run_block(&then_case.block, &context, input, external_redirection)
} else {
run_block(&else_case.block, &context, input, external_redirection)
}
}
Err(e) => Ok(OutputStream::from_stream(
vec![UntaggedValue::Error(e).into_untagged_value()].into_iter(),
)),
},
Err(e) => Ok(OutputStream::from_stream(
vec![UntaggedValue::Error(e).into_untagged_value()].into_iter(),
)),
};
context.scope.exit_scope();
result
}
#[cfg(test)]
mod tests {
use super::If;
use super::ShellError;
use nu_test_support::nu;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test as test_examples;
test_examples(If {})
}
#[test]
fn if_doesnt_leak_on_error() {
let actual = nu!(
".",
r#"
def test-leak [] {
let var = "hello"
if 0 == "" {echo ok} {echo not}
}
test-leak
echo $var
"#
);
assert!(actual.err.contains("unknown variable"));
}
}

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@ -1,49 +0,0 @@
extern crate unicode_segmentation;
use crate::prelude::*;
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::Signature;
pub struct Ignore;
impl WholeStreamCommand for Ignore {
fn name(&self) -> &str {
"ignore"
}
fn signature(&self) -> Signature {
Signature::build("ignore")
}
fn usage(&self) -> &str {
"Ignore the output of the previous command in the pipeline"
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
let _: Vec<_> = args.input.collect();
Ok(OutputStream::empty())
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "Ignore the output of an echo command",
example: r#"echo done | ignore"#,
result: None,
}]
}
}
#[cfg(test)]
mod tests {
use super::Ignore;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test as test_examples;
test_examples(Ignore {})
}
}

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@ -1,112 +0,0 @@
use crate::prelude::*;
use nu_engine::{evaluate_baseline_expr, FromValue, WholeStreamCommand};
use nu_errors::ShellError;
use nu_protocol::{
hir::{CapturedBlock, ClassifiedCommand},
Signature, SyntaxShape, UntaggedValue,
};
pub struct Let;
impl WholeStreamCommand for Let {
fn name(&self) -> &str {
"let"
}
fn signature(&self) -> Signature {
Signature::build("let")
.required("name", SyntaxShape::String, "the name of the variable")
.required("equals", SyntaxShape::String, "the equals sign")
.required(
"expr",
SyntaxShape::MathExpression,
"the value for the variable",
)
}
fn usage(&self) -> &str {
"Create a variable and give it a value."
}
fn run_with_actions(&self, args: CommandArgs) -> Result<ActionStream, ShellError> {
letcmd(args)
}
fn examples(&self) -> Vec<Example> {
vec![
Example {
description: "Assign a simple value to a variable",
example: "let x = 3",
result: Some(vec![]),
},
Example {
description: "Assign the result of an expression to a variable",
example: "let result = (3 + 7); echo $result",
result: Some(vec![UntaggedValue::int(1).into()]),
},
Example {
description: "Create a variable using the full name",
example: "let $three = 3",
result: Some(vec![]),
},
]
}
}
pub fn letcmd(args: CommandArgs) -> Result<ActionStream, ShellError> {
let ctx = &args.context;
let positional = args
.call_info
.args
.positional
.expect("Internal error: type checker should require args");
let var_name = positional[0].var_name()?;
let rhs_raw = evaluate_baseline_expr(&positional[2], ctx)?;
let tag: Tag = positional[2].span.into();
let rhs: CapturedBlock = FromValue::from_value(&rhs_raw)?;
let (expr, _) = {
if rhs.block.block.len() != 1 {
return Err(ShellError::labeled_error(
"Expected a value",
"expected a value",
tag,
));
}
match rhs.block.block[0].pipelines.get(0) {
Some(item) => match item.list.get(0) {
Some(ClassifiedCommand::Expr(expr)) => (expr, &rhs.captured),
_ => {
return Err(ShellError::labeled_error(
"Expected a value",
"expected a value",
tag,
));
}
},
None => {
return Err(ShellError::labeled_error(
"Expected a value",
"expected a value",
tag,
));
}
}
};
ctx.scope.enter_scope();
let value = evaluate_baseline_expr(expr, ctx);
ctx.scope.exit_scope();
let value = value?;
// Note: this is a special case for setting the context from a command
// In this case, if we don't set it now, we'll lose the scope that this
// variable should be set into.
ctx.scope.add_var(var_name, value);
Ok(ActionStream::empty())
}

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@ -1,43 +0,0 @@
mod alias;
mod debug;
mod def;
mod describe;
mod do_;
pub(crate) mod echo;
mod error;
mod find;
mod help;
mod history;
mod if_;
mod ignore;
mod let_;
mod nu_plugin;
mod nu_signature;
mod source;
mod tags;
mod tutor;
mod unalias;
mod version;
pub use self::nu_plugin::SubCommand as NuPlugin;
pub use self::nu_signature::{
loglevels, testbins, version as core_version, Command as NuSignature,
};
pub use alias::Alias;
pub use debug::Debug;
pub use def::Def;
pub use describe::Describe;
pub use do_::Do;
pub use echo::Echo;
pub use error::*;
pub use find::Find;
pub use help::Help;
pub use history::History;
pub use if_::If;
pub use ignore::Ignore;
pub use let_::Let;
pub use source::Source;
pub use tags::Tags;
pub use tutor::Tutor;
pub use unalias::Unalias;
pub use version::{version, Version};

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@ -1,120 +0,0 @@
use std::path::PathBuf;
use crate::prelude::*;
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_path::canonicalize_with;
use nu_protocol::{CommandAction, ReturnSuccess, Signature, SyntaxShape, UntaggedValue};
use nu_source::Tagged;
#[cfg(unix)]
use std::os::unix::fs::PermissionsExt;
pub struct SubCommand;
#[derive(Deserialize)]
pub struct Arguments {
#[serde(rename = "load")]
pub load_path: Option<Tagged<PathBuf>>,
}
impl WholeStreamCommand for SubCommand {
fn name(&self) -> &str {
"nu plugin"
}
fn signature(&self) -> Signature {
Signature::build("nu plugin").named(
"load",
SyntaxShape::FilePath,
"a path to load the plugins from",
Some('l'),
)
}
fn usage(&self) -> &str {
"Nu Plugin"
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "Load all plugins in the current directory",
example: "nu plugin --load .",
result: None,
}]
}
fn run_with_actions(&self, args: CommandArgs) -> Result<ActionStream, ShellError> {
let scope = args.scope().clone();
let shell_manager = args.shell_manager();
let load_path: Option<Tagged<PathBuf>> = args.get_flag("load")?;
if let Some(Tagged {
item: load_path,
tag,
}) = load_path
{
let path = canonicalize_with(load_path, shell_manager.path()).map_err(|_| {
ShellError::labeled_error(
"Cannot load plugins from directory",
"directory not found",
&tag,
)
})?;
if !path.is_dir() {
return Err(ShellError::labeled_error(
"Cannot load plugins from directory",
"is not a directory",
&tag,
));
}
#[cfg(unix)]
{
let has_exec = path
.metadata()
.map(|m| umask::Mode::from(m.permissions().mode()).has(umask::USER_READ))
.map_err(|e| {
ShellError::labeled_error(
"Cannot load plugins from directory",
format!("cannot stat ({})", e),
&tag,
)
})?;
if !has_exec {
return Err(ShellError::labeled_error(
"Cannot load plugins from directory",
"permission denied",
&tag,
));
}
}
return Ok(vec![ReturnSuccess::action(CommandAction::AddPlugins(
path.to_string_lossy().to_string(),
))]
.into());
}
Ok(ActionStream::one(ReturnSuccess::value(
UntaggedValue::string(get_full_help(&SubCommand, &scope)).into_value(Tag::unknown()),
)))
}
}
#[cfg(test)]
mod tests {
use super::ShellError;
use super::SubCommand;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test as test_examples;
test_examples(SubCommand {})
}
}

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@ -1,71 +0,0 @@
use nu_engine::WholeStreamCommand;
use nu_protocol::{Signature, SyntaxShape};
pub struct Command;
impl WholeStreamCommand for Command {
fn name(&self) -> &str {
"nu"
}
fn signature(&self) -> Signature {
Signature::build("nu")
.switch("version", "Display Nu version", Some('v'))
.switch("stdin", "redirect stdin", None)
.switch("skip-plugins", "do not load plugins", None)
.switch("no-history", "don't save history", None)
.switch("perf", "show startup performance metrics", None)
.switch("login", "start Nu as if it was a login shell", Some('l'))
.named(
"commands",
SyntaxShape::String,
"commands to run",
Some('c'),
)
.named(
"testbin",
SyntaxShape::String,
"test bin: echo_env, cococo, iecho, fail, nonu, chop, repeater, meow",
None,
)
.named("develop", SyntaxShape::String, "trace mode", None)
.named("debug", SyntaxShape::String, "debug mode", None)
.named(
"loglevel",
SyntaxShape::String,
"LEVEL: error, warn, info, debug, trace",
None,
)
.named(
"config-file",
SyntaxShape::FilePath,
"custom configuration source file",
None,
)
.rest("rest", SyntaxShape::String, "source file(s) to run")
}
fn usage(&self) -> &str {
"Nu - A new type of shell."
}
}
pub fn version() -> &'static str {
env!("CARGO_PKG_VERSION")
}
pub fn testbins() -> Vec<String> {
vec![
"echo_env", "cococo", "iecho", "fail", "nonu", "chop", "repeater", "meow",
]
.into_iter()
.map(String::from)
.collect()
}
pub fn loglevels() -> Vec<String> {
vec!["error", "warn", "info", "debug", "trace"]
.into_iter()
.map(String::from)
.collect()
}

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@ -1,123 +0,0 @@
use crate::prelude::*;
use nu_engine::{script, WholeStreamCommand};
use nu_errors::ShellError;
use nu_path::{canonicalize, canonicalize_with};
use nu_protocol::{Signature, SyntaxShape};
use nu_source::Tagged;
use std::path::Path;
pub struct Source;
#[derive(Deserialize)]
pub struct SourceArgs {
pub filename: Tagged<String>,
}
impl WholeStreamCommand for Source {
fn name(&self) -> &str {
"source"
}
fn signature(&self) -> Signature {
Signature::build("source").required(
"filename",
SyntaxShape::FilePath,
"the filepath to the script file to source",
)
}
fn usage(&self) -> &str {
"Runs a script file in the current context."
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
source(args)
}
fn examples(&self) -> Vec<Example> {
vec![]
}
}
pub fn source(args: CommandArgs) -> Result<OutputStream, ShellError> {
let ctx = &args.context;
let filename: Tagged<String> = args.req(0)?;
let source_file = Path::new(&filename.item);
// Note: this is a special case for setting the context from a command
// In this case, if we don't set it now, we'll lose the scope that this
// variable should be set into.
let lib_dirs = &ctx
.configs()
.lock()
.global_config
.as_ref()
.map(|configuration| match configuration.var("lib_dirs") {
Some(paths) => paths
.table_entries()
.cloned()
.map(|path| path.as_string())
.collect(),
None => vec![],
});
if let Some(dir) = lib_dirs {
for lib_path in dir {
match lib_path {
Ok(name) => {
let path = if let Ok(p) = canonicalize_with(&source_file, name) {
p
} else {
continue;
};
if let Ok(contents) = std::fs::read_to_string(path) {
let result = script::run_script_standalone(contents, true, ctx, false);
if let Err(err) = result {
ctx.error(err);
}
return Ok(OutputStream::empty());
}
}
Err(reason) => {
ctx.error(reason.clone());
}
}
}
}
let path = canonicalize(source_file).map_err(|e| {
ShellError::labeled_error(
format!("Can't load source file. Reason: {}", e),
"Can't load this file",
filename.span(),
)
})?;
let contents = std::fs::read_to_string(path);
match contents {
Ok(contents) => {
let result = script::run_script_standalone(contents, true, ctx, false);
if let Err(err) = result {
ctx.error(err);
}
Ok(OutputStream::empty())
}
Err(e) => {
ctx.error(ShellError::labeled_error(
format!("Can't load source file. Reason: {}", e),
"Can't load this file",
filename.span(),
));
Ok(OutputStream::empty())
}
}
}

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@ -1,92 +0,0 @@
use crate::prelude::*;
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{Primitive, Signature, TaggedDictBuilder, UntaggedValue, Value};
pub struct Tags;
impl WholeStreamCommand for Tags {
fn name(&self) -> &str {
"tags"
}
fn signature(&self) -> Signature {
Signature::build("tags")
}
fn usage(&self) -> &str {
"Read the tags (metadata) for values."
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
Ok(tags(args))
}
}
fn build_tag_table(tag: impl Into<Tag>) -> Value {
let tag = tag.into();
let span = tag.span;
TaggedDictBuilder::build(tag.clone(), |tags| {
if let Some(anchor) = anchor_as_value(&tag) {
tags.insert_value("anchor", anchor);
}
tags.insert_value(
"span",
TaggedDictBuilder::build(tag.clone(), |span_dict| {
span_dict.insert_untagged("start", UntaggedValue::int(span.start() as i64));
span_dict.insert_untagged("end", UntaggedValue::int(span.end() as i64));
}),
);
})
}
fn tags(args: CommandArgs) -> OutputStream {
if args.input.is_empty() {
OutputStream::one(build_tag_table(&args.name_tag()))
} else {
args.input
.map(move |v| build_tag_table(v.tag()))
.into_output_stream()
}
}
fn anchor_as_value(tag: &Tag) -> Option<Value> {
let anchor = tag.anchor.as_ref();
anchor.as_ref()?;
Some(TaggedDictBuilder::build(tag, |table| {
let value = match anchor {
Some(AnchorLocation::File(path)) => {
Some(("file", UntaggedValue::from(path.to_string())))
}
Some(AnchorLocation::Url(destination)) => {
Some(("url", UntaggedValue::from(destination.to_string())))
}
Some(AnchorLocation::Source(text)) => Some((
"source",
UntaggedValue::Primitive(Primitive::String(text.to_string())),
)),
None => None,
};
if let Some((key, value)) = value {
table.insert_untagged(key, value);
}
}))
}
#[cfg(test)]
mod tests {
use super::ShellError;
use super::Tags;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test as test_examples;
test_examples(Tags {})
}
}

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@ -1,37 +0,0 @@
use crate::prelude::*;
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{Signature, SyntaxShape};
pub struct Unalias;
impl WholeStreamCommand for Unalias {
fn name(&self) -> &str {
"unalias"
}
fn signature(&self) -> Signature {
Signature::build("unalias").required("name", SyntaxShape::String, "the name of the alias")
}
fn usage(&self) -> &str {
"Removes an alias"
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
unalias(args)
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "Remove the 'v' alias",
example: "unalias v",
result: None,
}]
}
}
pub fn unalias(_: CommandArgs) -> Result<OutputStream, ShellError> {
Ok(OutputStream::empty())
}

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@ -1,293 +0,0 @@
use crate::{commands::dataframe::utils::parse_polars_error, prelude::*};
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
dataframe::{Column, FrameStruct, NuDataFrame},
Signature, SyntaxShape, UntaggedValue,
};
use nu_source::Tagged;
use polars::{frame::groupby::GroupBy, prelude::PolarsError};
enum Operation {
Mean,
Sum,
Min,
Max,
First,
Last,
Nunique,
Quantile(f64),
Median,
Var,
Std,
Count,
}
impl Operation {
fn from_tagged(
name: &Tagged<String>,
quantile: Option<Tagged<f64>>,
) -> Result<Operation, ShellError> {
match name.item.as_ref() {
"mean" => Ok(Operation::Mean),
"sum" => Ok(Operation::Sum),
"min" => Ok(Operation::Min),
"max" => Ok(Operation::Max),
"first" => Ok(Operation::First),
"last" => Ok(Operation::Last),
"nunique" => Ok(Operation::Nunique),
"quantile" => {
match quantile {
None => Err(ShellError::labeled_error(
"Quantile value not fount",
"Quantile operation requires quantile value",
&name.tag,
)),
Some(value ) => {
if (value.item < 0.0) | (value.item > 1.0) {
Err(ShellError::labeled_error(
"Inappropriate quantile",
"Quantile value should be between 0.0 and 1.0",
&value.tag,
))
} else {
Ok(Operation::Quantile(value.item))
}
}
}
}
"median" => Ok(Operation::Median),
"var" => Ok(Operation::Var),
"std" => Ok(Operation::Std),
"count" => Ok(Operation::Count),
_ => Err(ShellError::labeled_error_with_secondary(
"Operation not fount",
"Operation does not exist",
&name.tag,
"Perhaps you want: mean, sum, min, max, first, last, nunique, quantile, median, var, std, or count",
&name.tag,
)),
}
}
}
pub struct DataFrame;
impl WholeStreamCommand for DataFrame {
fn name(&self) -> &str {
"dataframe aggregate"
}
fn usage(&self) -> &str {
"[DataFrame, GroupBy, Series] Performs an aggregation operation on a dataframe, groupby or series object"
}
fn signature(&self) -> Signature {
Signature::build("dataframe aggregate")
.required("operation", SyntaxShape::String, "aggregate operation")
.named(
"quantile",
SyntaxShape::Number,
"quantile value for quantile operation",
Some('q'),
)
.switch(
"explicit",
"returns explicit names for groupby aggregations",
Some('e'),
)
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
command(args)
}
fn examples(&self) -> Vec<Example> {
vec![
Example {
description: "Aggregate sum by grouping by column a and summing on col b",
example:
"[[a b]; [one 1] [one 2]] | dataframe to-df | dataframe group-by a | dataframe aggregate sum",
result: Some(vec![NuDataFrame::try_from_columns(
vec![
Column::new("a".to_string(), vec![UntaggedValue::string("one").into()]),
Column::new("b".to_string(), vec![UntaggedValue::int(3).into()]),
],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
},
Example {
description: "Aggregate sum in dataframe columns",
example: "[[a b]; [4 1] [5 2]] | dataframe to-df | dataframe aggregate sum",
result: Some(vec![NuDataFrame::try_from_columns(
vec![
Column::new("a".to_string(), vec![UntaggedValue::int(9).into()]),
Column::new("b".to_string(), vec![UntaggedValue::int(3).into()]),
],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
},
Example {
description: "Aggregate sum in series",
example: "[4 1 5 6] | dataframe to-df | dataframe aggregate sum",
result: Some(vec![NuDataFrame::try_from_columns(
vec![
Column::new("0".to_string(), vec![UntaggedValue::int(16).into()]),
],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
},
]
}
}
fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
let tag = args.call_info.name_tag.clone();
let quantile: Option<Tagged<f64>> = args.get_flag("quantile")?;
let operation: Tagged<String> = args.req(0)?;
let op = Operation::from_tagged(&operation, quantile)?;
let value = args.input.next().ok_or_else(|| {
ShellError::labeled_error("Empty stream", "No value found in the stream", &tag)
})?;
match value.value {
UntaggedValue::FrameStruct(FrameStruct::GroupBy(nu_groupby)) => {
let groupby = nu_groupby.to_groupby()?;
let res = perform_groupby_aggregation(
groupby,
op,
&operation.tag,
&tag.span,
args.has_flag("explicit"),
)?;
Ok(OutputStream::one(NuDataFrame::dataframe_to_value(res, tag)))
}
UntaggedValue::DataFrame(df) => {
let df = df.as_ref();
let res = perform_dataframe_aggregation(df, op, &operation.tag)?;
Ok(OutputStream::one(NuDataFrame::dataframe_to_value(res, tag)))
}
_ => Err(ShellError::labeled_error(
"No groupby, dataframe or series in stream",
"no groupby, dataframe or series found in input stream",
&value.tag.span,
)),
}
}
fn perform_groupby_aggregation(
groupby: GroupBy,
operation: Operation,
operation_tag: &Tag,
agg_span: &Span,
explicit: bool,
) -> Result<polars::prelude::DataFrame, ShellError> {
let mut res = match operation {
Operation::Mean => groupby.mean(),
Operation::Sum => groupby.sum(),
Operation::Min => groupby.min(),
Operation::Max => groupby.max(),
Operation::First => groupby.first(),
Operation::Last => groupby.last(),
Operation::Nunique => groupby.n_unique(),
Operation::Quantile(quantile) => groupby.quantile(quantile),
Operation::Median => groupby.median(),
Operation::Var => groupby.var(),
Operation::Std => groupby.std(),
Operation::Count => groupby.count(),
}
.map_err(|e| {
let span = match &e {
PolarsError::NotFound(_) => agg_span,
_ => &operation_tag.span,
};
parse_polars_error::<&str>(&e, span, None)
})?;
if !explicit {
let col_names = res
.get_column_names()
.iter()
.map(|name| name.to_string())
.collect::<Vec<String>>();
for col in col_names {
let from = match operation {
Operation::Mean => "_mean",
Operation::Sum => "_sum",
Operation::Min => "_min",
Operation::Max => "_max",
Operation::First => "_first",
Operation::Last => "_last",
Operation::Nunique => "_n_unique",
Operation::Quantile(_) => "_quantile",
Operation::Median => "_median",
Operation::Var => "_agg_var",
Operation::Std => "_agg_std",
Operation::Count => "_count",
};
let new_col = match col.find(from) {
Some(index) => &col[..index],
None => &col[..],
};
res.rename(&col, new_col)
.expect("Column is always there. Looping with known names");
}
}
Ok(res)
}
fn perform_dataframe_aggregation(
dataframe: &polars::prelude::DataFrame,
operation: Operation,
operation_tag: &Tag,
) -> Result<polars::prelude::DataFrame, ShellError> {
match operation {
Operation::Mean => Ok(dataframe.mean()),
Operation::Sum => Ok(dataframe.sum()),
Operation::Min => Ok(dataframe.min()),
Operation::Max => Ok(dataframe.max()),
Operation::Quantile(quantile) => dataframe
.quantile(quantile)
.map_err(|e| parse_polars_error::<&str>(&e, &operation_tag.span, None)),
Operation::Median => Ok(dataframe.median()),
Operation::Var => Ok(dataframe.var()),
Operation::Std => Ok(dataframe.std()),
_ => Err(ShellError::labeled_error_with_secondary(
"Not valid operation",
"operation not valid for dataframe",
&operation_tag.span,
"Perhaps you want: mean, sum, min, max, quantile, median, var, or std",
&operation_tag.span,
)),
}
}
#[cfg(test)]
mod tests {
use super::DataFrame;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test_dataframe as test_examples;
test_examples(DataFrame {})
}
}

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@ -1,138 +0,0 @@
use crate::prelude::*;
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
dataframe::{Axis, Column, NuDataFrame},
Signature, SyntaxShape, UntaggedValue, Value,
};
use nu_source::Tagged;
pub struct DataFrame;
impl WholeStreamCommand for DataFrame {
fn name(&self) -> &str {
"dataframe append"
}
fn usage(&self) -> &str {
"[DataFrame] Appends a new dataframe"
}
fn signature(&self) -> Signature {
Signature::build("dataframe append")
.required_named(
"other",
SyntaxShape::Any,
"dataframe to be appended",
Some('o'),
)
.required_named(
"axis",
SyntaxShape::String,
"row or col axis orientation",
Some('a'),
)
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
command(args)
}
fn examples(&self) -> Vec<Example> {
vec![
Example {
description: "Appends a dataframe as new columns",
example: r#"let a = ([[a b]; [1 2] [3 4]] | dataframe to-df);
$a | dataframe append -o $a -a row"#,
result: Some(vec![NuDataFrame::try_from_columns(
vec![
Column::new(
"a".to_string(),
vec![UntaggedValue::int(1).into(), UntaggedValue::int(3).into()],
),
Column::new(
"b".to_string(),
vec![UntaggedValue::int(2).into(), UntaggedValue::int(4).into()],
),
Column::new(
"a_x".to_string(),
vec![UntaggedValue::int(1).into(), UntaggedValue::int(3).into()],
),
Column::new(
"b_x".to_string(),
vec![UntaggedValue::int(2).into(), UntaggedValue::int(4).into()],
),
],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
},
Example {
description: "Appends a dataframe merging at the end of columns",
example: r#"let a = ([[a b]; [1 2] [3 4]] | dataframe to-df);
$a | dataframe append -o $a -a col"#,
result: Some(vec![NuDataFrame::try_from_columns(
vec![
Column::new(
"a".to_string(),
vec![
UntaggedValue::int(1).into(),
UntaggedValue::int(3).into(),
UntaggedValue::int(1).into(),
UntaggedValue::int(3).into(),
],
),
Column::new(
"b".to_string(),
vec![
UntaggedValue::int(2).into(),
UntaggedValue::int(4).into(),
UntaggedValue::int(2).into(),
UntaggedValue::int(4).into(),
],
),
],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
},
]
}
}
fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
let tag = args.call_info.name_tag.clone();
let other: Value = args.req_named("other")?;
let axis: Tagged<String> = args.req_named("axis")?;
let axis = Axis::try_from_str(&axis.item, &axis.tag.span)?;
let df_other = match other.value {
UntaggedValue::DataFrame(df) => Ok(df),
_ => Err(ShellError::labeled_error(
"Incorrect type",
"can only append a dataframe to a dataframe",
other.tag.span,
)),
}?;
let (df, _) = NuDataFrame::try_from_stream(&mut args.input, &tag.span)?;
let df_new = df.append_df(&df_other, axis, &tag.span)?;
Ok(OutputStream::one(df_new.into_value(tag)))
}
#[cfg(test)]
mod tests {
use super::DataFrame;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test_dataframe as test_examples;
test_examples(DataFrame {})
}
}

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@ -1,74 +0,0 @@
use crate::prelude::*;
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
dataframe::{Column, NuDataFrame},
Signature, SyntaxShape, UntaggedValue,
};
use nu_source::Tagged;
use super::utils::parse_polars_error;
pub struct DataFrame;
impl WholeStreamCommand for DataFrame {
fn name(&self) -> &str {
"dataframe column"
}
fn usage(&self) -> &str {
"[DataFrame] Returns the selected column as Series"
}
fn signature(&self) -> Signature {
Signature::build("dataframe column").required("column", SyntaxShape::String, "column name")
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
command(args)
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "Returns the selected column as series",
example: "[[a b]; [1 2] [3 4]] | dataframe to-df | dataframe column a",
result: Some(vec![NuDataFrame::try_from_columns(
vec![Column::new(
"a".to_string(),
vec![UntaggedValue::int(1).into(), UntaggedValue::int(3).into()],
)],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
}]
}
}
fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
let tag = args.call_info.name_tag.clone();
let column: Tagged<String> = args.req(0)?;
let (df, df_tag) = NuDataFrame::try_from_stream(&mut args.input, &tag.span)?;
let res = df
.as_ref()
.column(&column.item)
.map_err(|e| parse_polars_error::<&str>(&e, &column.tag.span, None))?;
let df = NuDataFrame::try_from_series(vec![res.clone()], &tag.span)?;
Ok(OutputStream::one(df.into_value(df_tag)))
}
#[cfg(test)]
mod tests {
use super::DataFrame;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test_dataframe as test_examples;
test_examples(DataFrame {})
}
}

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@ -1,26 +0,0 @@
use crate::prelude::*;
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{Signature, UntaggedValue};
pub struct Command;
impl WholeStreamCommand for Command {
fn name(&self) -> &str {
"dataframe"
}
fn usage(&self) -> &str {
"Commands to work with polars dataframes"
}
fn signature(&self) -> Signature {
Signature::build("dataframe")
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
Ok(OutputStream::one(
UntaggedValue::string(get_full_help(&Command, args.scope())).into_value(Tag::unknown()),
))
}
}

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@ -1,232 +0,0 @@
use crate::prelude::*;
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
dataframe::{Column, NuDataFrame},
Signature, UntaggedValue,
};
use polars::{
chunked_array::ChunkedArray,
prelude::{
AnyValue, DataFrame as PolarsDF, DataType, Float64Type, IntoSeries, NewChunkedArray,
Series, Utf8Type,
},
};
use super::utils::parse_polars_error;
pub struct DataFrame;
impl WholeStreamCommand for DataFrame {
fn name(&self) -> &str {
"dataframe describe"
}
fn usage(&self) -> &str {
"[DataFrame] Describes dataframes numeric columns"
}
fn signature(&self) -> Signature {
Signature::build("dataframe describe")
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
command(args)
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "Describes dataframe",
example: "[[a b]; [1 1] [1 1]] | dataframe to-df | dataframe describe",
result: Some(vec![NuDataFrame::try_from_columns(
vec![
Column::new(
"descriptor".to_string(),
vec![
UntaggedValue::string("count").into(),
UntaggedValue::string("sum").into(),
UntaggedValue::string("mean").into(),
UntaggedValue::string("median").into(),
UntaggedValue::string("std").into(),
UntaggedValue::string("min").into(),
UntaggedValue::string("25%").into(),
UntaggedValue::string("50%").into(),
UntaggedValue::string("75%").into(),
UntaggedValue::string("max").into(),
],
),
Column::new(
"a (i64)".to_string(),
vec![
UntaggedValue::decimal_from_float(2.0, Span::default()).into(),
UntaggedValue::decimal_from_float(2.0, Span::default()).into(),
UntaggedValue::decimal_from_float(1.0, Span::default()).into(),
UntaggedValue::decimal_from_float(1.0, Span::default()).into(),
UntaggedValue::decimal_from_float(0.0, Span::default()).into(),
UntaggedValue::decimal_from_float(1.0, Span::default()).into(),
UntaggedValue::decimal_from_float(1.0, Span::default()).into(),
UntaggedValue::decimal_from_float(1.0, Span::default()).into(),
UntaggedValue::decimal_from_float(1.0, Span::default()).into(),
UntaggedValue::decimal_from_float(1.0, Span::default()).into(),
],
),
Column::new(
"b (i64)".to_string(),
vec![
UntaggedValue::decimal_from_float(2.0, Span::default()).into(),
UntaggedValue::decimal_from_float(2.0, Span::default()).into(),
UntaggedValue::decimal_from_float(1.0, Span::default()).into(),
UntaggedValue::decimal_from_float(1.0, Span::default()).into(),
UntaggedValue::decimal_from_float(0.0, Span::default()).into(),
UntaggedValue::decimal_from_float(1.0, Span::default()).into(),
UntaggedValue::decimal_from_float(1.0, Span::default()).into(),
UntaggedValue::decimal_from_float(1.0, Span::default()).into(),
UntaggedValue::decimal_from_float(1.0, Span::default()).into(),
UntaggedValue::decimal_from_float(1.0, Span::default()).into(),
],
),
],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
}]
}
}
fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
let tag = args.call_info.name_tag.clone();
let (df, _) = NuDataFrame::try_from_stream(&mut args.input, &tag.span)?;
let names = ChunkedArray::<Utf8Type>::new_from_opt_slice(
"descriptor",
&[
Some("count"),
Some("sum"),
Some("mean"),
Some("median"),
Some("std"),
Some("min"),
Some("25%"),
Some("50%"),
Some("75%"),
Some("max"),
],
)
.into_series();
let head = std::iter::once(names);
let tail = df.as_ref().get_columns().iter().map(|col| {
let count = col.len() as f64;
let sum = match col.sum_as_series().cast(&DataType::Float64) {
Ok(ca) => match ca.get(0) {
AnyValue::Float64(v) => Some(v),
_ => None,
},
Err(_) => None,
};
let mean = match col.mean_as_series().get(0) {
AnyValue::Float64(v) => Some(v),
_ => None,
};
let median = match col.median_as_series().get(0) {
AnyValue::Float64(v) => Some(v),
_ => None,
};
let std = match col.std_as_series().get(0) {
AnyValue::Float64(v) => Some(v),
_ => None,
};
let min = match col.min_as_series().cast(&DataType::Float64) {
Ok(ca) => match ca.get(0) {
AnyValue::Float64(v) => Some(v),
_ => None,
},
Err(_) => None,
};
let q_25 = match col.quantile_as_series(0.25) {
Ok(ca) => match ca.cast(&DataType::Float64) {
Ok(ca) => match ca.get(0) {
AnyValue::Float64(v) => Some(v),
_ => None,
},
Err(_) => None,
},
Err(_) => None,
};
let q_50 = match col.quantile_as_series(0.50) {
Ok(ca) => match ca.cast(&DataType::Float64) {
Ok(ca) => match ca.get(0) {
AnyValue::Float64(v) => Some(v),
_ => None,
},
Err(_) => None,
},
Err(_) => None,
};
let q_75 = match col.quantile_as_series(0.75) {
Ok(ca) => match ca.cast(&DataType::Float64) {
Ok(ca) => match ca.get(0) {
AnyValue::Float64(v) => Some(v),
_ => None,
},
Err(_) => None,
},
Err(_) => None,
};
let max = match col.max_as_series().cast(&DataType::Float64) {
Ok(ca) => match ca.get(0) {
AnyValue::Float64(v) => Some(v),
_ => None,
},
Err(_) => None,
};
let name = format!("{} ({})", col.name(), col.dtype());
ChunkedArray::<Float64Type>::new_from_opt_slice(
&name,
&[
Some(count),
sum,
mean,
median,
std,
min,
q_25,
q_50,
q_75,
max,
],
)
.into_series()
});
let res = head.chain(tail).collect::<Vec<Series>>();
let df = PolarsDF::new(res).map_err(|e| parse_polars_error::<&str>(&e, &tag.span, None))?;
let df = NuDataFrame::dataframe_to_value(df, tag);
Ok(OutputStream::one(df))
}
#[cfg(test)]
mod tests {
use super::DataFrame;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test_dataframe as test_examples;
test_examples(DataFrame {})
}
}

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@ -1,93 +0,0 @@
use crate::prelude::*;
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
dataframe::{Column, NuDataFrame},
Signature, SyntaxShape, UntaggedValue, Value,
};
use super::utils::{convert_columns, parse_polars_error};
pub struct DataFrame;
impl WholeStreamCommand for DataFrame {
fn name(&self) -> &str {
"dataframe drop"
}
fn usage(&self) -> &str {
"[DataFrame] Creates a new dataframe by dropping the selected columns"
}
fn signature(&self) -> Signature {
Signature::build("dataframe drop").rest(
"rest",
SyntaxShape::Any,
"column names to be dropped",
)
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
command(args)
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "drop column a",
example: "[[a b]; [1 2] [3 4]] | dataframe to-df | dataframe drop a",
result: Some(vec![NuDataFrame::try_from_columns(
vec![Column::new(
"b".to_string(),
vec![UntaggedValue::int(2).into(), UntaggedValue::int(4).into()],
)],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
}]
}
}
fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
let tag = args.call_info.name_tag.clone();
let columns: Vec<Value> = args.rest(0)?;
let (col_string, col_span) = convert_columns(&columns, &tag)?;
let (df, _) = NuDataFrame::try_from_stream(&mut args.input, &tag.span)?;
let new_df = match col_string.get(0) {
Some(col) => df
.as_ref()
.drop(col)
.map_err(|e| parse_polars_error::<&str>(&e, &col_span, None)),
None => Err(ShellError::labeled_error(
"Empty names list",
"No column names where found",
&col_span,
)),
}?;
// If there are more columns in the drop selection list, these
// are added from the resulting dataframe
let res = col_string.iter().skip(1).try_fold(new_df, |new_df, col| {
new_df
.drop(col)
.map_err(|e| parse_polars_error::<&str>(&e, &col_span, None))
})?;
Ok(OutputStream::one(NuDataFrame::dataframe_to_value(res, tag)))
}
#[cfg(test)]
mod tests {
use super::DataFrame;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test_dataframe as test_examples;
test_examples(DataFrame {})
}
}

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@ -1,95 +0,0 @@
use crate::prelude::*;
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
dataframe::{Column, NuDataFrame},
Signature, SyntaxShape, UntaggedValue, Value,
};
use super::utils::{convert_columns, parse_polars_error};
pub struct DataFrame;
impl WholeStreamCommand for DataFrame {
fn name(&self) -> &str {
"dataframe drop-duplicates"
}
fn usage(&self) -> &str {
"[DataFrame] Drops duplicate values in dataframe"
}
fn signature(&self) -> Signature {
Signature::build("dataframe drop-duplicates")
.optional(
"subset",
SyntaxShape::Table,
"subset of columns to drop duplicates",
)
.switch("maintain", "maintain order", Some('m'))
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
command(args)
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "drop duplicates",
example: "[[a b]; [1 2] [3 4] [1 2]] | dataframe to-df | dataframe drop-duplicates",
result: Some(vec![NuDataFrame::try_from_columns(
vec![
Column::new(
"a".to_string(),
vec![UntaggedValue::int(1).into(), UntaggedValue::int(3).into()],
),
Column::new(
"b".to_string(),
vec![UntaggedValue::int(2).into(), UntaggedValue::int(4).into()],
),
],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
}]
}
}
fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
let tag = args.call_info.name_tag.clone();
// Extracting the selection columns of the columns to perform the aggregation
let columns: Option<Vec<Value>> = args.opt(0)?;
let (subset, col_span) = match columns {
Some(cols) => {
let (agg_string, col_span) = convert_columns(&cols, &tag)?;
(Some(agg_string), col_span)
}
None => (None, Span::unknown()),
};
let (df, _) = NuDataFrame::try_from_stream(&mut args.input, &tag.span)?;
let subset_slice = subset.as_ref().map(|cols| &cols[..]);
let res = df
.as_ref()
.drop_duplicates(args.has_flag("maintain"), subset_slice)
.map_err(|e| parse_polars_error::<&str>(&e, &col_span, None))?;
Ok(OutputStream::one(NuDataFrame::dataframe_to_value(res, tag)))
}
#[cfg(test)]
mod tests {
use super::DataFrame;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test_dataframe as test_examples;
test_examples(DataFrame {})
}
}

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@ -1,132 +0,0 @@
use crate::prelude::*;
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
dataframe::{Column, NuDataFrame},
Signature, SyntaxShape, UntaggedValue, Value,
};
use super::utils::{convert_columns, parse_polars_error};
pub struct DataFrame;
impl WholeStreamCommand for DataFrame {
fn name(&self) -> &str {
"dataframe drop-nulls"
}
fn usage(&self) -> &str {
"[DataFrame, Series] Drops null values in dataframe"
}
fn signature(&self) -> Signature {
Signature::build("dataframe drop-nulls").optional(
"subset",
SyntaxShape::Table,
"subset of columns to drop duplicates",
)
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
command(args)
}
fn examples(&self) -> Vec<Example> {
vec![
Example {
description: "drop null values in dataframe",
example: r#"let df = ([[a b]; [1 2] [3 0] [1 2]] | dataframe to-df);
let res = ($df.b / $df.b);
let df = ($df | dataframe with-column $res --name res);
$df | dataframe drop-nulls"#,
result: Some(vec![NuDataFrame::try_from_columns(
vec![
Column::new(
"a".to_string(),
vec![UntaggedValue::int(1).into(), UntaggedValue::int(1).into()],
),
Column::new(
"b".to_string(),
vec![UntaggedValue::int(2).into(), UntaggedValue::int(2).into()],
),
Column::new(
"res".to_string(),
vec![UntaggedValue::int(1).into(), UntaggedValue::int(1).into()],
),
],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
},
Example {
description: "drop null values in dataframe",
example: r#"let s = ([1 2 0 0 3 4] | dataframe to-df);
($s / $s) | dataframe drop-nulls"#,
result: Some(vec![NuDataFrame::try_from_columns(
vec![Column::new(
"div_0_0".to_string(),
vec![
UntaggedValue::int(1).into(),
UntaggedValue::int(1).into(),
UntaggedValue::int(1).into(),
UntaggedValue::int(1).into(),
],
)],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
},
]
}
}
fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
let tag = args.call_info.name_tag.clone();
let value = args.input.next().ok_or_else(|| {
ShellError::labeled_error("Empty stream", "No value found in stream", &tag.span)
})?;
match value.value {
UntaggedValue::DataFrame(df) => {
// Extracting the selection columns of the columns to perform the aggregation
let columns: Option<Vec<Value>> = args.opt(0)?;
let (subset, col_span) = match columns {
Some(cols) => {
let (agg_string, col_span) = convert_columns(&cols, &tag)?;
(Some(agg_string), col_span)
}
None => (None, Span::unknown()),
};
let subset_slice = subset.as_ref().map(|cols| &cols[..]);
let res = df
.as_ref()
.drop_nulls(subset_slice)
.map_err(|e| parse_polars_error::<&str>(&e, &col_span, None))?;
Ok(OutputStream::one(NuDataFrame::dataframe_to_value(res, tag)))
}
_ => Err(ShellError::labeled_error(
"Incorrect type",
"drop nulls cannot be done with this value",
&value.tag.span,
)),
}
}
#[cfg(test)]
mod tests {
use super::DataFrame;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test_dataframe as test_examples;
test_examples(DataFrame {})
}
}

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@ -1,106 +0,0 @@
use crate::prelude::*;
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
dataframe::{Column, NuDataFrame},
Signature, UntaggedValue, Value,
};
pub struct DataFrame;
impl WholeStreamCommand for DataFrame {
fn name(&self) -> &str {
"dataframe dtypes"
}
fn usage(&self) -> &str {
"[DataFrame] Show dataframe data types"
}
fn signature(&self) -> Signature {
Signature::build("dataframe dtypes")
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
command(args)
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "drop column a",
example: "[[a b]; [1 2] [3 4]] | dataframe to-df | dataframe dtypes",
result: Some(vec![NuDataFrame::try_from_columns(
vec![
Column::new(
"column".to_string(),
vec![
UntaggedValue::string("a").into(),
UntaggedValue::string("b").into(),
],
),
Column::new(
"dtype".to_string(),
vec![
UntaggedValue::string("i64").into(),
UntaggedValue::string("i64").into(),
],
),
],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
}]
}
}
#[allow(clippy::needless_collect)]
fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
let tag = args.call_info.name_tag.clone();
let (df, _) = NuDataFrame::try_from_stream(&mut args.input, &tag.span)?;
let mut dtypes: Vec<Value> = Vec::new();
let names: Vec<Value> = df
.as_ref()
.get_column_names()
.iter()
.map(|v| {
let dtype = df
.as_ref()
.column(v)
.expect("using name from list of names from dataframe")
.dtype();
let dtype_str = dtype.to_string();
dtypes.push(Value {
value: dtype_str.into(),
tag: Tag::default(),
});
Value {
value: v.to_string().into(),
tag: Tag::default(),
}
})
.collect();
let names_col = Column::new("column".to_string(), names);
let dtypes_col = Column::new("dtype".to_string(), dtypes);
let df = NuDataFrame::try_from_columns(vec![names_col, dtypes_col], &tag.span)?;
Ok(OutputStream::one(df.into_value(tag)))
}
#[cfg(test)]
mod tests {
use super::DataFrame;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test_dataframe as test_examples;
test_examples(DataFrame {})
}
}

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@ -1,142 +0,0 @@
use crate::prelude::*;
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
dataframe::{Column, NuDataFrame},
Signature, UntaggedValue,
};
use super::utils::parse_polars_error;
pub struct DataFrame;
impl WholeStreamCommand for DataFrame {
fn name(&self) -> &str {
"dataframe to-dummies"
}
fn usage(&self) -> &str {
"[DataFrame] Creates a new dataframe with dummy variables"
}
fn signature(&self) -> Signature {
Signature::build("dataframe to-dummies")
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
command(args)
}
fn examples(&self) -> Vec<Example> {
vec![
Example {
description: "Create new dataframe with dummy variables from a dataframe",
example: "[[a b]; [1 2] [3 4]] | dataframe to-df | dataframe to-dummies",
result: Some(vec![NuDataFrame::try_from_columns(
vec![
Column::new(
"a_1".to_string(),
vec![UntaggedValue::int(1).into(), UntaggedValue::int(0).into()],
),
Column::new(
"a_3".to_string(),
vec![UntaggedValue::int(0).into(), UntaggedValue::int(1).into()],
),
Column::new(
"b_2".to_string(),
vec![UntaggedValue::int(1).into(), UntaggedValue::int(0).into()],
),
Column::new(
"b_4".to_string(),
vec![UntaggedValue::int(0).into(), UntaggedValue::int(1).into()],
),
],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
},
Example {
description: "Create new dataframe with dummy variables from a series",
example: "[1 2 2 3 3] | dataframe to-df | dataframe to-dummies",
result: Some(vec![NuDataFrame::try_from_columns(
vec![
Column::new(
"0_1".to_string(),
vec![
UntaggedValue::int(1).into(),
UntaggedValue::int(0).into(),
UntaggedValue::int(0).into(),
UntaggedValue::int(0).into(),
UntaggedValue::int(0).into(),
],
),
Column::new(
"0_2".to_string(),
vec![
UntaggedValue::int(0).into(),
UntaggedValue::int(1).into(),
UntaggedValue::int(1).into(),
UntaggedValue::int(0).into(),
UntaggedValue::int(0).into(),
],
),
Column::new(
"0_3".to_string(),
vec![
UntaggedValue::int(0).into(),
UntaggedValue::int(0).into(),
UntaggedValue::int(0).into(),
UntaggedValue::int(1).into(),
UntaggedValue::int(1).into(),
],
),
],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
},
]
}
}
fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
let tag = args.call_info.name_tag.clone();
let value = args.input.next().ok_or_else(|| {
ShellError::labeled_error("Empty stream", "No value found in stream", &tag.span)
})?;
match value.value {
UntaggedValue::DataFrame(df) => {
let res = df.as_ref().to_dummies().map_err(|e| {
parse_polars_error(
&e,
&tag.span,
Some("The only allowed column types for dummies are String or Int"),
)
})?;
Ok(OutputStream::one(NuDataFrame::dataframe_to_value(res, tag)))
}
_ => Err(ShellError::labeled_error(
"Incorrect type",
"dummies cannot be done with this value",
&value.tag.span,
)),
}
}
#[cfg(test)]
mod tests {
use super::DataFrame;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test_dataframe as test_examples;
test_examples(DataFrame {})
}
}

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@ -1,102 +0,0 @@
use crate::prelude::*;
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
dataframe::{Column, NuDataFrame},
Signature, SyntaxShape, UntaggedValue, Value,
};
use super::utils::parse_polars_error;
pub struct DataFrame;
impl WholeStreamCommand for DataFrame {
fn name(&self) -> &str {
"dataframe filter-with"
}
fn usage(&self) -> &str {
"[DataFrame] Filters dataframe using a mask as reference"
}
fn signature(&self) -> Signature {
Signature::build("dataframe filter-with").required(
"mask",
SyntaxShape::Any,
"boolean mask used to filter data",
)
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
command(args)
}
fn examples(&self) -> Vec<Example> {
vec![
Example {
description: "Filter dataframe using a bool mask",
example: r#"let mask = ([$true $false] | dataframe to-df);
[[a b]; [1 2] [3 4]] | dataframe to-df | dataframe filter-with $mask"#,
result: Some(vec![NuDataFrame::try_from_columns(
vec![
Column::new("a".to_string(), vec![UntaggedValue::int(1).into()]),
Column::new("b".to_string(), vec![UntaggedValue::int(2).into()]),
],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
},
Example {
description: "Filter dataframe by creating a mask from operation",
example: r#"let mask = (([5 6] | dataframe to-df) > 5);
[[a b]; [1 2] [3 4]] | dataframe to-df | dataframe filter-with $mask"#,
result: None,
},
]
}
}
fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
let tag = args.call_info.name_tag.clone();
let value: Value = args.req(0)?;
let series_span = value.tag.span;
let df = match value.value {
UntaggedValue::DataFrame(df) => Ok(df),
_ => Err(ShellError::labeled_error(
"Incorrect type",
"can only add a series to a dataframe",
value.tag.span,
)),
}?;
let series = df.as_series(&series_span)?;
let casted = series.bool().map_err(|e| {
parse_polars_error(
&e,
&series_span,
Some("Perhaps you want to use a series with booleans as mask"),
)
})?;
let (df, df_tag) = NuDataFrame::try_from_stream(&mut args.input, &tag.span)?;
let res = df
.as_ref()
.filter(casted)
.map_err(|e| parse_polars_error::<&str>(&e, &df_tag.span, None))?;
Ok(OutputStream::one(NuDataFrame::dataframe_to_value(res, tag)))
}
#[cfg(test)]
mod tests {
use super::DataFrame;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test_dataframe as test_examples;
test_examples(DataFrame {})
}
}

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@ -1,77 +0,0 @@
use crate::prelude::*;
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
dataframe::{Column, NuDataFrame},
Signature, SyntaxShape, UntaggedValue,
};
use nu_source::Tagged;
pub struct DataFrame;
impl WholeStreamCommand for DataFrame {
fn name(&self) -> &str {
"dataframe first"
}
fn usage(&self) -> &str {
"[DataFrame] Creates new dataframe with first rows"
}
fn signature(&self) -> Signature {
Signature::build("dataframe select").optional(
"rows",
SyntaxShape::Number,
"Number of rows for head",
)
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
command(args)
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "Create new dataframe with head rows",
example: "[[a b]; [1 2] [3 4]] | dataframe to-df | dataframe first 1",
result: Some(vec![NuDataFrame::try_from_columns(
vec![
Column::new("a".to_string(), vec![UntaggedValue::int(1).into()]),
Column::new("b".to_string(), vec![UntaggedValue::int(2).into()]),
],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
}]
}
}
fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
let tag = args.call_info.name_tag.clone();
let rows: Option<Tagged<usize>> = args.opt(0)?;
let rows = match rows {
Some(val) => val.item,
None => 5,
};
let (df, _) = NuDataFrame::try_from_stream(&mut args.input, &tag.span)?;
let res = df.as_ref().head(Some(rows));
Ok(OutputStream::one(NuDataFrame::dataframe_to_value(res, tag)))
}
#[cfg(test)]
mod tests {
use super::DataFrame;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test_dataframe as test_examples;
test_examples(DataFrame {})
}
}

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@ -1,77 +0,0 @@
use crate::prelude::*;
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
dataframe::{Column, NuDataFrame},
Signature, SyntaxShape, UntaggedValue, Value,
};
use super::utils::{convert_columns, parse_polars_error};
pub struct DataFrame;
impl WholeStreamCommand for DataFrame {
fn name(&self) -> &str {
"dataframe get"
}
fn usage(&self) -> &str {
"[DataFrame] Creates dataframe with the selected columns"
}
fn signature(&self) -> Signature {
Signature::build("dataframe get").rest(
"rest",
SyntaxShape::Any,
"column names to sort dataframe",
)
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
command(args)
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "Creates dataframe with selected columns",
example: "[[a b]; [1 2] [3 4]] | dataframe to-df | dataframe get a",
result: Some(vec![NuDataFrame::try_from_columns(
vec![Column::new(
"a".to_string(),
vec![UntaggedValue::int(1).into(), UntaggedValue::int(3).into()],
)],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
}]
}
}
fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
let tag = args.call_info.name_tag.clone();
let columns: Vec<Value> = args.rest(0)?;
let (col_string, col_span) = convert_columns(&columns, &tag)?;
let (df, _) = NuDataFrame::try_from_stream(&mut args.input, &tag.span)?;
let res = df
.as_ref()
.select(&col_string)
.map_err(|e| parse_polars_error::<&str>(&e, &col_span, None))?;
Ok(OutputStream::one(NuDataFrame::dataframe_to_value(res, tag)))
}
#[cfg(test)]
mod tests {
use super::DataFrame;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test_dataframe as test_examples;
test_examples(DataFrame {})
}
}

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@ -1,68 +0,0 @@
use crate::{commands::dataframe::utils::parse_polars_error, prelude::*};
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
dataframe::{FrameStruct, NuDataFrame, NuGroupBy},
Signature, SyntaxShape, UntaggedValue, Value,
};
use super::utils::convert_columns;
pub struct DataFrame;
impl WholeStreamCommand for DataFrame {
fn name(&self) -> &str {
"dataframe group-by"
}
fn usage(&self) -> &str {
"[DataFrame] Creates a groupby object that can be used for other aggregations"
}
fn signature(&self) -> Signature {
Signature::build("dataframe group-by").rest("rest", SyntaxShape::Any, "groupby columns")
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
command(args)
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "Grouping by column a",
example: "[[a b]; [one 1] [one 2]] | dataframe to-df | dataframe group-by a",
result: None,
}]
}
}
fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
let tag = args.call_info.name_tag.clone();
// Extracting the names of the columns to perform the groupby
let by_columns: Vec<Value> = args.rest(0)?;
let (columns_string, col_span) = convert_columns(&by_columns, &tag)?;
let (df, _) = NuDataFrame::try_from_stream(&mut args.input, &tag.span)?;
// This is the expensive part of the groupby; to create the
// groups that will be used for grouping the data in the
// dataframe. Once it has been done these values can be stored
// in a NuGroupBy
let groupby = df
.as_ref()
.groupby(&columns_string)
.map_err(|e| parse_polars_error::<&str>(&e, &col_span, None))?;
let groups = groupby.get_groups().to_vec();
let groupby = Value {
tag,
value: UntaggedValue::FrameStruct(FrameStruct::GroupBy(NuGroupBy::new(
NuDataFrame::new(df.as_ref().clone()),
columns_string,
groups,
))),
};
Ok(OutputStream::one(groupby))
}

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@ -1,233 +0,0 @@
use crate::prelude::*;
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
dataframe::{Column, NuDataFrame},
Signature, SyntaxShape, UntaggedValue, Value,
};
use super::utils::{convert_columns, parse_polars_error};
use polars::prelude::JoinType;
use nu_source::Tagged;
pub struct DataFrame;
impl WholeStreamCommand for DataFrame {
fn name(&self) -> &str {
"dataframe join"
}
fn usage(&self) -> &str {
"[DataFrame] Joins a dataframe using columns as reference"
}
fn signature(&self) -> Signature {
Signature::build("dataframe join")
.required("dataframe", SyntaxShape::Any, "right dataframe to join")
.required_named(
"left",
SyntaxShape::Table,
"left column names to perform join",
Some('l'),
)
.required_named(
"right",
SyntaxShape::Table,
"right column names to perform join",
Some('r'),
)
.named(
"type",
SyntaxShape::String,
"type of join. Inner by default",
Some('t'),
)
.named(
"suffix",
SyntaxShape::String,
"suffix for the columns of the right dataframe",
Some('s'),
)
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
command(args)
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "inner join dataframe",
example: r#"let right = ([[a b c]; [1 2 5] [3 4 5] [5 6 6]] | dataframe to-df);
$right | dataframe join $right -l [a b] -r [a b]"#,
result: Some(vec![NuDataFrame::try_from_columns(
vec![
Column::new(
"a".to_string(),
vec![
UntaggedValue::int(1).into(),
UntaggedValue::int(3).into(),
UntaggedValue::int(5).into(),
],
),
Column::new(
"b".to_string(),
vec![
UntaggedValue::int(2).into(),
UntaggedValue::int(4).into(),
UntaggedValue::int(6).into(),
],
),
Column::new(
"c".to_string(),
vec![
UntaggedValue::int(5).into(),
UntaggedValue::int(5).into(),
UntaggedValue::int(6).into(),
],
),
Column::new(
"c_right".to_string(),
vec![
UntaggedValue::int(5).into(),
UntaggedValue::int(5).into(),
UntaggedValue::int(6).into(),
],
),
],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
}]
}
}
fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
let tag = args.call_info.name_tag.clone();
let r_df: Value = args.req(0)?;
let l_col: Vec<Value> = args.req_named("left")?;
let r_col: Vec<Value> = args.req_named("right")?;
let r_suffix: Option<Tagged<String>> = args.get_flag("suffix")?;
let join_type_op: Option<Tagged<String>> = args.get_flag("type")?;
let join_type = match join_type_op {
None => JoinType::Inner,
Some(val) => match val.item.as_ref() {
"inner" => JoinType::Inner,
"outer" => JoinType::Outer,
"left" => JoinType::Left,
_ => {
return Err(ShellError::labeled_error_with_secondary(
"Incorrect join type",
"Invalid join type",
&val.tag,
"Perhaps you mean: inner, outer or left",
&val.tag,
))
}
},
};
let suffix = r_suffix.map(|s| s.item);
let (l_col_string, l_col_span) = convert_columns(&l_col, &tag)?;
let (r_col_string, r_col_span) = convert_columns(&r_col, &tag)?;
let (df, _) = NuDataFrame::try_from_stream(&mut args.input, &tag.span)?;
let res = match r_df.value {
UntaggedValue::DataFrame(r_df) => {
// Checking the column types before performing the join
check_column_datatypes(
df.as_ref(),
r_df.as_ref(),
&l_col_string,
&l_col_span,
&r_col_string,
&r_col_span,
)?;
df.as_ref()
.join(
r_df.as_ref(),
&l_col_string,
&r_col_string,
join_type,
suffix,
)
.map_err(|e| parse_polars_error::<&str>(&e, &l_col_span, None))
}
_ => Err(ShellError::labeled_error(
"Not a dataframe",
"not a dataframe type value",
&r_df.tag,
)),
}?;
Ok(OutputStream::one(NuDataFrame::dataframe_to_value(res, tag)))
}
fn check_column_datatypes<T: AsRef<str>>(
df_l: &polars::prelude::DataFrame,
df_r: &polars::prelude::DataFrame,
l_cols: &[T],
l_col_span: &Span,
r_cols: &[T],
r_col_span: &Span,
) -> Result<(), ShellError> {
if l_cols.len() != r_cols.len() {
return Err(ShellError::labeled_error_with_secondary(
"Mismatched number of column names",
format!(
"found {} left names vs {} right names",
l_cols.len(),
r_cols.len()
),
l_col_span,
"perhaps you need to change the number of columns to join",
r_col_span,
));
}
for (l, r) in l_cols.iter().zip(r_cols) {
let l_series = df_l
.column(l.as_ref())
.map_err(|e| parse_polars_error::<&str>(&e, l_col_span, None))?;
let r_series = df_r
.column(r.as_ref())
.map_err(|e| parse_polars_error::<&str>(&e, r_col_span, None))?;
if l_series.dtype() != r_series.dtype() {
return Err(ShellError::labeled_error_with_secondary(
"Mismatched datatypes",
format!(
"left column type '{}' doesn't match '{}' right column match",
l_series.dtype(),
r_series.dtype()
),
l_col_span,
"perhaps you need to select other column to match",
r_col_span,
));
}
}
Ok(())
}
#[cfg(test)]
mod tests {
use super::DataFrame;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test_dataframe as test_examples;
test_examples(DataFrame {})
}
}

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@ -1,77 +0,0 @@
use crate::prelude::*;
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
dataframe::{Column, NuDataFrame},
Signature, SyntaxShape, UntaggedValue,
};
use nu_source::Tagged;
pub struct DataFrame;
impl WholeStreamCommand for DataFrame {
fn name(&self) -> &str {
"dataframe last"
}
fn usage(&self) -> &str {
"[DataFrame] Creates new dataframe with tail rows"
}
fn signature(&self) -> Signature {
Signature::build("dataframe last").optional(
"n_rows",
SyntaxShape::Number,
"Number of rows for tail",
)
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
command(args)
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "Create new dataframe with last rows",
example: "[[a b]; [1 2] [3 4]] | dataframe to-df | dataframe last 1",
result: Some(vec![NuDataFrame::try_from_columns(
vec![
Column::new("a".to_string(), vec![UntaggedValue::int(3).into()]),
Column::new("b".to_string(), vec![UntaggedValue::int(4).into()]),
],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
}]
}
}
fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
let tag = args.call_info.name_tag.clone();
let rows: Option<Tagged<usize>> = args.opt(0)?;
let rows = match rows {
Some(val) => val.item,
None => 5,
};
let (df, _) = NuDataFrame::try_from_stream(&mut args.input, &tag.span)?;
let res = df.as_ref().tail(Some(rows));
Ok(OutputStream::one(NuDataFrame::dataframe_to_value(res, tag)))
}
#[cfg(test)]
mod tests {
use super::DataFrame;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test_dataframe as test_examples;
test_examples(DataFrame {})
}
}

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@ -1,115 +0,0 @@
use crate::prelude::*;
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
dataframe::{Column, NuDataFrame},
Signature, UntaggedValue, Value,
};
pub struct DataFrame;
impl WholeStreamCommand for DataFrame {
fn name(&self) -> &str {
"dataframe list"
}
fn usage(&self) -> &str {
"Lists stored dataframes"
}
fn signature(&self) -> Signature {
Signature::build("dataframe list")
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
let data = args
.context
.scope
.get_vars()
.into_iter()
.filter_map(|(name, value)| {
if let UntaggedValue::DataFrame(df) = &value.value {
let rows = Value {
value: (df.as_ref().height() as i64).into(),
tag: Tag::default(),
};
let cols = Value {
value: (df.as_ref().width() as i64).into(),
tag: Tag::default(),
};
let location = match value.tag.anchor {
Some(AnchorLocation::File(name)) => name,
Some(AnchorLocation::Url(name)) => name,
Some(AnchorLocation::Source(text)) => text.slice(0..text.end).text,
None => "stream".to_string(),
};
let location = Value {
value: location.into(),
tag: Tag::default(),
};
let name = Value {
value: name.into(),
tag: Tag::default(),
};
Some((name, rows, cols, location))
} else {
None
}
});
let mut name = Column::new_empty("name".to_string());
let mut rows = Column::new_empty("rows".to_string());
let mut cols = Column::new_empty("columns".to_string());
let mut location = Column::new_empty("location".to_string());
for tuple in data {
name.push(tuple.0);
rows.push(tuple.1);
cols.push(tuple.2);
location.push(tuple.3);
}
let tag = args.call_info.name_tag;
let df = NuDataFrame::try_from_columns(vec![name, rows, cols, location], &tag.span)?;
Ok(OutputStream::one(df.into_value(tag)))
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "Lists loaded dataframes in current scope",
example: "let a = ([[a b];[1 2] [3 4]] | dataframe to-df); dataframe list",
result: Some(vec![NuDataFrame::try_from_columns(
vec![
Column::new("name".to_string(), vec![UntaggedValue::string("$a").into()]),
Column::new("rows".to_string(), vec![UntaggedValue::int(2).into()]),
Column::new("columns".to_string(), vec![UntaggedValue::int(2).into()]),
Column::new(
"location".to_string(),
vec![UntaggedValue::string("stream").into()],
),
],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
}]
}
}
#[cfg(test)]
mod tests {
use super::DataFrame;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test_dataframe as test_examples;
test_examples(DataFrame {})
}
}

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@ -1,204 +0,0 @@
use crate::{commands::dataframe::utils::parse_polars_error, prelude::*};
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
dataframe::{Column, NuDataFrame},
Signature, SyntaxShape, UntaggedValue, Value,
};
use nu_source::Tagged;
use super::utils::convert_columns;
pub struct DataFrame;
impl WholeStreamCommand for DataFrame {
fn name(&self) -> &str {
"dataframe melt"
}
fn usage(&self) -> &str {
"[DataFrame] Unpivot a DataFrame from wide to long format"
}
fn signature(&self) -> Signature {
Signature::build("dataframe melt")
.required_named(
"columns",
SyntaxShape::Table,
"column names for melting",
Some('c'),
)
.required_named(
"values",
SyntaxShape::Table,
"column names used as value columns",
Some('v'),
)
.named(
"variable_name",
SyntaxShape::String,
"optional name for variable column",
Some('r'),
)
.named(
"value_name",
SyntaxShape::String,
"optional name for value column",
Some('l'),
)
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
command(args)
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "melt dataframe",
example:
"[[a b c d]; [x 1 4 a] [y 2 5 b] [z 3 6 c]] | dataframe to-df | dataframe melt -c [b c] -v [a d]",
result: Some(vec![NuDataFrame::try_from_columns(
vec![
Column::new(
"b".to_string(),
vec![
UntaggedValue::int(1).into(),
UntaggedValue::int(2).into(),
UntaggedValue::int(3).into(),
UntaggedValue::int(1).into(),
UntaggedValue::int(2).into(),
UntaggedValue::int(3).into(),
],
),
Column::new(
"c".to_string(),
vec![
UntaggedValue::int(4).into(),
UntaggedValue::int(5).into(),
UntaggedValue::int(6).into(),
UntaggedValue::int(4).into(),
UntaggedValue::int(5).into(),
UntaggedValue::int(6).into(),
],
),
Column::new(
"variable".to_string(),
vec![
UntaggedValue::string("a").into(),
UntaggedValue::string("a").into(),
UntaggedValue::string("a").into(),
UntaggedValue::string("d").into(),
UntaggedValue::string("d").into(),
UntaggedValue::string("d").into(),
],
),
Column::new(
"value".to_string(),
vec![
UntaggedValue::string("x").into(),
UntaggedValue::string("y").into(),
UntaggedValue::string("z").into(),
UntaggedValue::string("a").into(),
UntaggedValue::string("b").into(),
UntaggedValue::string("c").into(),
],
),
],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
}]
}
}
fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
let tag = args.call_info.name_tag.clone();
let id_col: Vec<Value> = args.req_named("columns")?;
let val_col: Vec<Value> = args.req_named("values")?;
let value_name: Option<Tagged<String>> = args.get_flag("value_name")?;
let variable_name: Option<Tagged<String>> = args.get_flag("variable_name")?;
let (id_col_string, id_col_span) = convert_columns(&id_col, &tag)?;
let (val_col_string, val_col_span) = convert_columns(&val_col, &tag)?;
let (df, _) = NuDataFrame::try_from_stream(&mut args.input, &tag.span)?;
check_column_datatypes(df.as_ref(), &id_col_string, &id_col_span)?;
check_column_datatypes(df.as_ref(), &val_col_string, &val_col_span)?;
let mut res = df
.as_ref()
.melt(&id_col_string, &val_col_string)
.map_err(|e| parse_polars_error::<&str>(&e, &tag.span, None))?;
if let Some(name) = &variable_name {
res.rename("variable", &name.item)
.map_err(|e| parse_polars_error::<&str>(&e, &name.tag.span, None))?;
}
if let Some(name) = &value_name {
res.rename("value", &name.item)
.map_err(|e| parse_polars_error::<&str>(&e, &name.tag.span, None))?;
}
Ok(OutputStream::one(NuDataFrame::dataframe_to_value(res, tag)))
}
fn check_column_datatypes<T: AsRef<str>>(
df: &polars::prelude::DataFrame,
cols: &[T],
col_span: &Span,
) -> Result<(), ShellError> {
if cols.is_empty() {
return Err(ShellError::labeled_error(
"Merge error",
"empty column list",
col_span,
));
}
// Checking if they are same type
if cols.len() > 1 {
for w in cols.windows(2) {
let l_series = df
.column(w[0].as_ref())
.map_err(|e| parse_polars_error::<&str>(&e, col_span, None))?;
let r_series = df
.column(w[1].as_ref())
.map_err(|e| parse_polars_error::<&str>(&e, col_span, None))?;
if l_series.dtype() != r_series.dtype() {
return Err(ShellError::labeled_error_with_secondary(
"Merge error",
"found different column types in list",
col_span,
format!(
"datatypes {} and {} are incompatible",
l_series.dtype(),
r_series.dtype()
),
col_span,
));
}
}
}
Ok(())
}
#[cfg(test)]
mod tests {
use super::DataFrame;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test_dataframe as test_examples;
test_examples(DataFrame {})
}
}

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@ -1,112 +0,0 @@
pub mod aggregate;
pub mod append;
pub mod column;
pub mod command;
pub mod describe;
pub mod drop;
pub mod drop_duplicates;
pub mod drop_nulls;
pub mod dtypes;
pub mod dummies;
pub mod filter;
pub mod first;
pub mod get;
pub mod groupby;
pub mod join;
pub mod last;
pub mod list;
pub mod melt;
pub mod open;
pub mod pivot;
pub mod rename;
pub mod sample;
pub mod select;
pub mod shape;
pub mod show;
pub mod slice;
pub mod sort;
pub mod take;
pub mod to_csv;
pub mod to_df;
pub mod to_parquet;
pub(crate) mod utils;
pub mod where_;
pub mod with_column;
pub use aggregate::DataFrame as DataFrameAggregate;
pub use append::DataFrame as DataFrameAppend;
pub use column::DataFrame as DataFrameColumn;
pub use command::Command as DataFrame;
pub use describe::DataFrame as DataFrameDescribe;
pub use drop::DataFrame as DataFrameDrop;
pub use drop_duplicates::DataFrame as DataFrameDropDuplicates;
pub use drop_nulls::DataFrame as DataFrameDropNulls;
pub use dtypes::DataFrame as DataFrameDTypes;
pub use dummies::DataFrame as DataFrameDummies;
pub use filter::DataFrame as DataFrameFilter;
pub use first::DataFrame as DataFrameFirst;
pub use get::DataFrame as DataFrameGet;
pub use groupby::DataFrame as DataFrameGroupBy;
pub use join::DataFrame as DataFrameJoin;
pub use last::DataFrame as DataFrameLast;
pub use list::DataFrame as DataFrameList;
pub use melt::DataFrame as DataFrameMelt;
pub use open::DataFrame as DataFrameOpen;
pub use pivot::DataFrame as DataFramePivot;
pub use rename::DataFrame as DataFrameRename;
pub use sample::DataFrame as DataFrameSample;
pub use select::DataFrame as DataFrameSelect;
pub use shape::DataFrame as DataFrameShape;
pub use show::DataFrame as DataFrameShow;
pub use slice::DataFrame as DataFrameSlice;
pub use sort::DataFrame as DataFrameSort;
pub use take::DataFrame as DataFrameTake;
pub use to_csv::DataFrame as DataFrameToCsv;
pub use to_df::DataFrame as DataFrameToDF;
pub use to_parquet::DataFrame as DataFrameToParquet;
pub use where_::DataFrame as DataFrameWhere;
pub use with_column::DataFrame as DataFrameWithColumn;
pub mod series;
pub use series::DataFrameAllFalse;
pub use series::DataFrameAllTrue;
pub use series::DataFrameArgMax;
pub use series::DataFrameArgMin;
pub use series::DataFrameArgSort;
pub use series::DataFrameArgTrue;
pub use series::DataFrameArgUnique;
pub use series::DataFrameConcatenate;
pub use series::DataFrameContains;
pub use series::DataFrameCumulative;
pub use series::DataFrameGetDay;
pub use series::DataFrameGetHour;
pub use series::DataFrameGetMinute;
pub use series::DataFrameGetMonth;
pub use series::DataFrameGetNanoSecond;
pub use series::DataFrameGetOrdinal;
pub use series::DataFrameGetSecond;
pub use series::DataFrameGetWeek;
pub use series::DataFrameGetWeekDay;
pub use series::DataFrameGetYear;
pub use series::DataFrameIsDuplicated;
pub use series::DataFrameIsIn;
pub use series::DataFrameIsNotNull;
pub use series::DataFrameIsNull;
pub use series::DataFrameIsUnique;
pub use series::DataFrameNNull;
pub use series::DataFrameNUnique;
pub use series::DataFrameNot;
pub use series::DataFrameReplace;
pub use series::DataFrameReplaceAll;
pub use series::DataFrameRolling;
pub use series::DataFrameSeriesRename;
pub use series::DataFrameSet;
pub use series::DataFrameSetWithIdx;
pub use series::DataFrameShift;
pub use series::DataFrameStrFTime;
pub use series::DataFrameStringLengths;
pub use series::DataFrameStringSlice;
pub use series::DataFrameToLowercase;
pub use series::DataFrameToUppercase;
pub use series::DataFrameUnique;
pub use series::DataFrameValueCounts;

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@ -1,211 +0,0 @@
use std::path::PathBuf;
use crate::{commands::dataframe::utils::parse_polars_error, prelude::*};
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
dataframe::NuDataFrame, Primitive, Signature, SyntaxShape, UntaggedValue, Value,
};
use nu_source::Tagged;
use polars::prelude::{CsvEncoding, CsvReader, JsonReader, ParquetReader, SerReader};
use std::fs::File;
pub struct DataFrame;
impl WholeStreamCommand for DataFrame {
fn name(&self) -> &str {
"dataframe open"
}
fn usage(&self) -> &str {
"Opens csv, json or parquet file to create dataframe"
}
fn signature(&self) -> Signature {
Signature::build("dataframe open")
.required(
"file",
SyntaxShape::FilePath,
"file path to load values from",
)
.named(
"delimiter",
SyntaxShape::String,
"file delimiter character. CSV file",
Some('d'),
)
.switch(
"no_header",
"Indicates if file doesn't have header. CSV file",
None,
)
.named(
"infer_schema",
SyntaxShape::Number,
"Set number of rows to infer the schema of the file. CSV file",
None,
)
.named(
"skip_rows",
SyntaxShape::Number,
"Number of rows to skip from file. CSV file",
None,
)
.named(
"columns",
SyntaxShape::Table,
"Columns to be selected from csv file. CSV file",
None,
)
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
command(args)
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "Takes a file name and creates a dataframe",
example: "dataframe open test.csv",
result: None,
}]
}
}
fn command(args: CommandArgs) -> Result<OutputStream, ShellError> {
let tag = args.call_info.name_tag.clone();
let file: Tagged<PathBuf> = args.req(0)?;
let df = match file.item().extension() {
Some(e) => match e.to_str() {
Some("csv") => from_csv(args),
Some("parquet") => from_parquet(args),
Some("json") => from_json(args),
_ => Err(ShellError::labeled_error(
"Error with file",
"Not a csv, parquet or json file",
&file.tag,
)),
},
None => Err(ShellError::labeled_error(
"Error with file",
"File without extension",
&file.tag,
)),
}?;
let file_name = match file.item.into_os_string().into_string() {
Ok(name) => name,
Err(e) => {
return Err(ShellError::labeled_error(
"File Name Error",
format!("{:?}", e),
&file.tag,
))
}
};
let df_tag = Tag {
anchor: Some(AnchorLocation::File(file_name)),
span: tag.span,
};
Ok(OutputStream::one(NuDataFrame::dataframe_to_value(
df, df_tag,
)))
}
fn from_parquet(args: CommandArgs) -> Result<polars::prelude::DataFrame, ShellError> {
let file: Tagged<PathBuf> = args.req(0)?;
let r = File::open(&file.item)
.map_err(|e| ShellError::labeled_error("Error with file", format!("{:?}", e), &file.tag))?;
let reader = ParquetReader::new(r);
reader
.finish()
.map_err(|e| parse_polars_error::<&str>(&e, &file.tag.span, None))
}
fn from_json(args: CommandArgs) -> Result<polars::prelude::DataFrame, ShellError> {
let file: Tagged<PathBuf> = args.req(0)?;
let r = File::open(&file.item)
.map_err(|e| ShellError::labeled_error("Error with file", format!("{:?}", e), &file.tag))?;
let reader = JsonReader::new(r);
reader
.finish()
.map_err(|e| parse_polars_error::<&str>(&e, &file.tag.span, None))
}
fn from_csv(args: CommandArgs) -> Result<polars::prelude::DataFrame, ShellError> {
let file: Tagged<PathBuf> = args.req(0)?;
let delimiter: Option<Tagged<String>> = args.get_flag("delimiter")?;
let no_header: bool = args.has_flag("no_header");
let infer_schema: Option<Tagged<usize>> = args.get_flag("infer_schema")?;
let skip_rows: Option<Tagged<usize>> = args.get_flag("skip_rows")?;
let columns: Option<Vec<Value>> = args.get_flag("columns")?;
let csv_reader = CsvReader::from_path(&file.item)
.map_err(|e| parse_polars_error::<&str>(&e, &file.tag.span, None))?
.with_encoding(CsvEncoding::LossyUtf8);
let csv_reader = match delimiter {
None => csv_reader,
Some(d) => {
if d.item.len() != 1 {
return Err(ShellError::labeled_error(
"Incorrect delimiter",
"Delimiter has to be one char",
&d.tag,
));
} else {
let delimiter = match d.item.chars().next() {
Some(d) => d as u8,
None => unreachable!(),
};
csv_reader.with_delimiter(delimiter)
}
}
};
let csv_reader = csv_reader.has_header(!no_header);
let csv_reader = match infer_schema {
None => csv_reader,
Some(r) => csv_reader.infer_schema(Some(r.item)),
};
let csv_reader = match skip_rows {
None => csv_reader,
Some(r) => csv_reader.with_skip_rows(r.item),
};
let csv_reader = match columns {
None => csv_reader,
Some(c) => {
let columns = c
.into_iter()
.map(|value| match value.value {
UntaggedValue::Primitive(Primitive::String(s)) => Ok(s),
_ => Err(ShellError::labeled_error(
"Incorrect type for column",
"Only string as columns",
&value.tag,
)),
})
.collect::<Result<Vec<String>, ShellError>>();
csv_reader.with_columns(Some(columns?))
}
};
match csv_reader.finish() {
Ok(df) => Ok(df),
Err(e) => Err(parse_polars_error::<&str>(&e, &file.tag.span, None)),
}
}

View File

@ -1,81 +0,0 @@
use crate::prelude::*;
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
dataframe::{Column, NuDataFrame},
Signature, SyntaxShape, UntaggedValue,
};
use nu_source::Tagged;
use super::utils::parse_polars_error;
pub struct DataFrame;
impl WholeStreamCommand for DataFrame {
fn name(&self) -> &str {
"dataframe rename-col"
}
fn usage(&self) -> &str {
"[DataFrame] rename a dataframe column"
}
fn signature(&self) -> Signature {
Signature::build("dataframe rename-col")
.required("from", SyntaxShape::String, "column name to be renamed")
.required("to", SyntaxShape::String, "new column name")
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
command(args)
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "Renames a dataframe column",
example: "[[a b]; [1 2] [3 4]] | dataframe to-df | dataframe rename-col a ab",
result: Some(vec![NuDataFrame::try_from_columns(
vec![
Column::new(
"ab".to_string(),
vec![UntaggedValue::int(1).into(), UntaggedValue::int(3).into()],
),
Column::new(
"b".to_string(),
vec![UntaggedValue::int(2).into(), UntaggedValue::int(4).into()],
),
],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
}]
}
}
fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
let tag = args.call_info.name_tag.clone();
let from: Tagged<String> = args.req(0)?;
let to: Tagged<String> = args.req(1)?;
let (mut df, df_tag) = NuDataFrame::try_from_stream(&mut args.input, &tag.span)?;
df.as_mut()
.rename(&from.item, &to.item)
.map_err(|e| parse_polars_error::<&str>(&e, &df_tag.span, None))?;
Ok(OutputStream::one(df.into_value(tag)))
}
#[cfg(test)]
mod tests {
use super::DataFrame;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test_dataframe as test_examples;
test_examples(DataFrame {})
}
}

View File

@ -1,90 +0,0 @@
use crate::{commands::dataframe::utils::parse_polars_error, prelude::*};
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{dataframe::NuDataFrame, Signature, SyntaxShape};
use nu_source::Tagged;
pub struct DataFrame;
impl WholeStreamCommand for DataFrame {
fn name(&self) -> &str {
"dataframe sample"
}
fn usage(&self) -> &str {
"[DataFrame] Create sample dataframe"
}
fn signature(&self) -> Signature {
Signature::build("dataframe sample")
.named(
"n_rows",
SyntaxShape::Number,
"number of rows to be taken from dataframe",
Some('n'),
)
.named(
"fraction",
SyntaxShape::Number,
"fraction of dataframe to be taken",
Some('f'),
)
.switch("replace", "sample with replace", Some('e'))
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
command(args)
}
fn examples(&self) -> Vec<Example> {
vec![
Example {
description: "Sample rows from dataframe",
example: "[[a b]; [1 2] [3 4]] | dataframe to-df | dataframe sample -n 1",
result: None, // No expected value because sampling is random
},
Example {
description: "Shows sample row using fraction and replace",
example:
"[[a b]; [1 2] [3 4] [5 6]] | dataframe to-df | dataframe sample -f 0.5 -e",
result: None, // No expected value because sampling is random
},
]
}
}
fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
let tag = args.call_info.name_tag.clone();
let rows: Option<Tagged<usize>> = args.get_flag("n_rows")?;
let fraction: Option<Tagged<f64>> = args.get_flag("fraction")?;
let replace: bool = args.has_flag("replace");
let (df, _) = NuDataFrame::try_from_stream(&mut args.input, &tag.span)?;
let res = match (rows, fraction) {
(Some(rows), None) => df
.as_ref()
.sample_n(rows.item, replace)
.map_err(|e| parse_polars_error::<&str>(&e, &rows.tag.span, None)),
(None, Some(frac)) => df
.as_ref()
.sample_frac(frac.item, replace)
.map_err(|e| parse_polars_error::<&str>(&e, &frac.tag.span, None)),
(Some(_), Some(_)) => Err(ShellError::labeled_error(
"Incompatible flags",
"Only one selection criterion allowed",
&tag,
)),
(None, None) => Err(ShellError::labeled_error_with_secondary(
"No selection",
"No selection criterion was found",
&tag,
"Perhaps you want to use the flag -n or -f",
&tag,
)),
}?;
Ok(OutputStream::one(NuDataFrame::dataframe_to_value(res, tag)))
}

View File

@ -1,75 +0,0 @@
use crate::prelude::*;
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
dataframe::{Column, NuDataFrame},
Signature, SyntaxShape, UntaggedValue, Value,
};
use super::utils::{convert_columns, parse_polars_error};
pub struct DataFrame;
impl WholeStreamCommand for DataFrame {
fn name(&self) -> &str {
"dataframe select"
}
fn usage(&self) -> &str {
"[DataFrame] Creates a new dataframe with the selected columns"
}
fn signature(&self) -> Signature {
Signature::build("dataframe select").rest("rest", SyntaxShape::Any, "selected column names")
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
command(args)
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "Create new dataframe with column a",
example: "[[a b]; [1 2] [3 4]] | dataframe to-df | dataframe select a",
result: Some(vec![NuDataFrame::try_from_columns(
vec![Column::new(
"a".to_string(),
vec![UntaggedValue::int(1).into(), UntaggedValue::int(3).into()],
)],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
}]
}
}
fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
let tag = args.call_info.name_tag.clone();
let columns: Vec<Value> = args.rest(0)?;
let (col_string, col_span) = convert_columns(&columns, &tag)?;
let (df, _) = NuDataFrame::try_from_stream(&mut args.input, &tag.span)?;
let res = df
.as_ref()
.select(&col_string)
.map_err(|e| parse_polars_error::<&str>(&e, &col_span, None))?;
Ok(OutputStream::one(NuDataFrame::dataframe_to_value(res, tag)))
}
#[cfg(test)]
mod tests {
use super::DataFrame;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test_dataframe as test_examples;
test_examples(DataFrame {})
}
}

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@ -1,102 +0,0 @@
use crate::{commands::dataframe::utils::parse_polars_error, prelude::*};
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
dataframe::{Column, NuDataFrame},
Signature, UntaggedValue, Value,
};
pub struct DataFrame;
impl WholeStreamCommand for DataFrame {
fn name(&self) -> &str {
"dataframe all-false"
}
fn usage(&self) -> &str {
"[Series] Returns true if all values are false"
}
fn signature(&self) -> Signature {
Signature::build("dataframe all-false")
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
command(args)
}
fn examples(&self) -> Vec<Example> {
vec![
Example {
description: "Returns true if all values are false",
example: "[$false $false $false] | dataframe to-df | dataframe all-false",
result: Some(vec![NuDataFrame::try_from_columns(
vec![Column::new(
"all_false".to_string(),
vec![UntaggedValue::boolean(true).into()],
)],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
},
Example {
description: "Checks the result from a comparison",
example: r#"let s = ([5 6 2 10] | dataframe to-df);
let res = ($s > 9);
$res | dataframe all-false"#,
result: Some(vec![NuDataFrame::try_from_columns(
vec![Column::new(
"all_false".to_string(),
vec![UntaggedValue::boolean(false).into()],
)],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
},
]
}
}
fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
let tag = args.call_info.name_tag.clone();
let (df, df_tag) = NuDataFrame::try_from_stream(&mut args.input, &tag.span)?;
let series = df.as_series(&df_tag.span)?;
let bool = series.bool().map_err(|e| {
parse_polars_error::<&str>(
&e,
&tag.span,
Some("all-false only works with series of type bool"),
)
})?;
let res = bool.all_false();
let value = Value {
value: UntaggedValue::Primitive(res.into()),
tag: tag.clone(),
};
let df = NuDataFrame::try_from_columns(
vec![Column::new("all_false".to_string(), vec![value])],
&tag.span,
)?;
Ok(OutputStream::one(df.into_value(tag)))
}
#[cfg(test)]
mod tests {
use super::DataFrame;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test_dataframe as test_examples;
test_examples(DataFrame {})
}
}

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@ -1,102 +0,0 @@
use crate::{commands::dataframe::utils::parse_polars_error, prelude::*};
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
dataframe::{Column, NuDataFrame},
Signature, UntaggedValue, Value,
};
pub struct DataFrame;
impl WholeStreamCommand for DataFrame {
fn name(&self) -> &str {
"dataframe all-true"
}
fn usage(&self) -> &str {
"[Series] Returns true if all values are true"
}
fn signature(&self) -> Signature {
Signature::build("dataframe all-true")
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
command(args)
}
fn examples(&self) -> Vec<Example> {
vec![
Example {
description: "Returns true if all values are true",
example: "[$true $true $true] | dataframe to-df | dataframe all-true",
result: Some(vec![NuDataFrame::try_from_columns(
vec![Column::new(
"all_true".to_string(),
vec![UntaggedValue::boolean(true).into()],
)],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
},
Example {
description: "Checks the result from a comparison",
example: r#"let s = ([5 6 2 8] | dataframe to-df);
let res = ($s > 9);
$res | dataframe all-true"#,
result: Some(vec![NuDataFrame::try_from_columns(
vec![Column::new(
"all_true".to_string(),
vec![UntaggedValue::boolean(false).into()],
)],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
},
]
}
}
fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
let tag = args.call_info.name_tag.clone();
let (df, df_tag) = NuDataFrame::try_from_stream(&mut args.input, &tag.span)?;
let series = df.as_series(&df_tag.span)?;
let bool = series.bool().map_err(|e| {
parse_polars_error::<&str>(
&e,
&tag.span,
Some("all-true only works with series of type bool"),
)
})?;
let res = bool.all_true();
let value = Value {
value: UntaggedValue::Primitive(res.into()),
tag: tag.clone(),
};
let df = NuDataFrame::try_from_columns(
vec![Column::new("all_true".to_string(), vec![value])],
&tag.span,
)?;
Ok(OutputStream::one(df.into_value(tag)))
}
#[cfg(test)]
mod tests {
use super::DataFrame;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test_dataframe as test_examples;
test_examples(DataFrame {})
}
}

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@ -1,77 +0,0 @@
use crate::prelude::*;
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
dataframe::{Column, NuDataFrame},
Signature, UntaggedValue,
};
use polars::prelude::{IntoSeries, NewChunkedArray, UInt32Chunked};
pub struct DataFrame;
impl WholeStreamCommand for DataFrame {
fn name(&self) -> &str {
"dataframe arg-max"
}
fn usage(&self) -> &str {
"[Series] Return index for max value in series"
}
fn signature(&self) -> Signature {
Signature::build("dataframe arg-max")
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
command(args)
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "Returns index for max value",
example: "[1 3 2] | dataframe to-df | dataframe arg-max",
result: Some(vec![NuDataFrame::try_from_columns(
vec![Column::new(
"arg_max".to_string(),
vec![UntaggedValue::int(1).into()],
)],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
}]
}
}
fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
let tag = args.call_info.name_tag.clone();
let (df, df_tag) = NuDataFrame::try_from_stream(&mut args.input, &tag.span)?;
let series = df.as_series(&df_tag.span)?;
let res = series.arg_max();
let chunked = match res {
Some(index) => UInt32Chunked::new_from_slice("arg_max", &[index as u32]),
None => UInt32Chunked::new_from_slice("arg_max", &[]),
};
let res = chunked.into_series();
let df = NuDataFrame::try_from_series(vec![res], &tag.span)?;
Ok(OutputStream::one(df.into_value(df_tag)))
}
#[cfg(test)]
mod tests {
use super::DataFrame;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test_dataframe as test_examples;
test_examples(DataFrame {})
}
}

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@ -1,76 +0,0 @@
use crate::prelude::*;
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
dataframe::{Column, NuDataFrame},
Signature, UntaggedValue,
};
use polars::prelude::{IntoSeries, NewChunkedArray, UInt32Chunked};
pub struct DataFrame;
impl WholeStreamCommand for DataFrame {
fn name(&self) -> &str {
"dataframe arg-min"
}
fn usage(&self) -> &str {
"[Series] Return index for min value in series"
}
fn signature(&self) -> Signature {
Signature::build("dataframe arg-min")
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
command(args)
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "Returns index for min value",
example: "[1 3 2] | dataframe to-df | dataframe arg-min",
result: Some(vec![NuDataFrame::try_from_columns(
vec![Column::new(
"arg_min".to_string(),
vec![UntaggedValue::int(0).into()],
)],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
}]
}
}
fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
let tag = args.call_info.name_tag.clone();
let (df, df_tag) = NuDataFrame::try_from_stream(&mut args.input, &tag.span)?;
let res = df.as_series(&df_tag.span)?.arg_min();
let chunked = match res {
Some(index) => UInt32Chunked::new_from_slice("arg_min", &[index as u32]),
None => UInt32Chunked::new_from_slice("arg_min", &[]),
};
let res = chunked.into_series();
let df = NuDataFrame::try_from_series(vec![res], &tag.span)?;
Ok(OutputStream::one(df.into_value(df_tag)))
}
#[cfg(test)]
mod tests {
use super::DataFrame;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test_dataframe as test_examples;
test_examples(DataFrame {})
}
}

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@ -1,76 +0,0 @@
use crate::prelude::*;
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
dataframe::{Column, NuDataFrame},
Signature, UntaggedValue,
};
use polars::prelude::IntoSeries;
pub struct DataFrame;
impl WholeStreamCommand for DataFrame {
fn name(&self) -> &str {
"dataframe arg-sort"
}
fn usage(&self) -> &str {
"[Series] Returns indexes for a sorted series"
}
fn signature(&self) -> Signature {
Signature::build("dataframe arg-sort").switch("reverse", "reverse order", Some('r'))
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
command(args)
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "Returns indexes for a sorted series",
example: "[1 2 2 3 3] | dataframe to-df | dataframe arg-sort",
result: Some(vec![NuDataFrame::try_from_columns(
vec![Column::new(
"arg_sort".to_string(),
vec![
UntaggedValue::int(0).into(),
UntaggedValue::int(1).into(),
UntaggedValue::int(2).into(),
UntaggedValue::int(3).into(),
UntaggedValue::int(4).into(),
],
)],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
}]
}
}
fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
let tag = args.call_info.name_tag.clone();
let reverse = args.has_flag("reverse");
let (df, df_tag) = NuDataFrame::try_from_stream(&mut args.input, &tag.span)?;
let mut res = df.as_series(&df_tag.span)?.argsort(reverse).into_series();
res.rename("arg_sort");
let df = NuDataFrame::try_from_series(vec![res], &tag.span)?;
Ok(OutputStream::one(df.into_value(df_tag)))
}
#[cfg(test)]
mod tests {
use super::DataFrame;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test_dataframe as test_examples;
test_examples(DataFrame {})
}
}

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@ -1,78 +0,0 @@
use crate::{commands::dataframe::utils::parse_polars_error, prelude::*};
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
dataframe::{Column, NuDataFrame},
Signature, UntaggedValue,
};
use polars::prelude::IntoSeries;
pub struct DataFrame;
impl WholeStreamCommand for DataFrame {
fn name(&self) -> &str {
"dataframe arg-true"
}
fn usage(&self) -> &str {
"[Series] Returns indexes where values are true"
}
fn signature(&self) -> Signature {
Signature::build("dataframe arg-true")
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
command(args)
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "Returns indexes where values are true",
example: "[$false $true $false] | dataframe to-df | dataframe arg-true",
result: Some(vec![NuDataFrame::try_from_columns(
vec![Column::new(
"arg_true".to_string(),
vec![UntaggedValue::int(1).into()],
)],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
}]
}
}
fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
let tag = args.call_info.name_tag.clone();
let (df, df_tag) = NuDataFrame::try_from_stream(&mut args.input, &tag.span)?;
let series = df.as_series(&df_tag.span)?;
let bool = series.bool().map_err(|e| {
parse_polars_error::<&str>(
&e,
&tag.span,
Some("arg-true only works with series of type bool"),
)
})?;
let mut res = bool.arg_true().into_series();
res.rename("arg_true");
let df = NuDataFrame::try_from_series(vec![res], &tag.span)?;
Ok(OutputStream::one(df.into_value(df_tag)))
}
#[cfg(test)]
mod tests {
use super::DataFrame;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test_dataframe as test_examples;
test_examples(DataFrame {})
}
}

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@ -1,78 +0,0 @@
use crate::{commands::dataframe::utils::parse_polars_error, prelude::*};
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
dataframe::{Column, NuDataFrame},
Signature, UntaggedValue,
};
use polars::prelude::IntoSeries;
pub struct DataFrame;
impl WholeStreamCommand for DataFrame {
fn name(&self) -> &str {
"dataframe arg-unique"
}
fn usage(&self) -> &str {
"[Series] Returns indexes for unique values"
}
fn signature(&self) -> Signature {
Signature::build("dataframe arg-unique")
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
command(args)
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "Returns indexes for unique values",
example: "[1 2 2 3 3] | dataframe to-df | dataframe arg-unique",
result: Some(vec![NuDataFrame::try_from_columns(
vec![Column::new(
"arg_unique".to_string(),
vec![
UntaggedValue::int(0).into(),
UntaggedValue::int(1).into(),
UntaggedValue::int(3).into(),
],
)],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
}]
}
}
fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
let tag = args.call_info.name_tag.clone();
let (df, df_tag) = NuDataFrame::try_from_stream(&mut args.input, &tag.span)?;
let mut res = df
.as_series(&df_tag.span)?
.arg_unique()
.map_err(|e| parse_polars_error::<&str>(&e, &tag.span, None))?
.into_series();
res.rename("arg_unique");
let df = NuDataFrame::try_from_series(vec![res], &tag.span)?;
Ok(OutputStream::one(df.into_value(df_tag)))
}
#[cfg(test)]
mod tests {
use super::DataFrame;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test_dataframe as test_examples;
test_examples(DataFrame {})
}
}

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@ -1,107 +0,0 @@
use crate::{commands::dataframe::utils::parse_polars_error, prelude::*};
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
dataframe::{Column, NuDataFrame},
Signature, SyntaxShape, UntaggedValue, Value,
};
use polars::prelude::IntoSeries;
pub struct DataFrame;
impl WholeStreamCommand for DataFrame {
fn name(&self) -> &str {
"dataframe concatenate"
}
fn usage(&self) -> &str {
"[Series] Concatenates strings with other array"
}
fn signature(&self) -> Signature {
Signature::build("dataframe concatenate").required(
"other",
SyntaxShape::Any,
"Other array with string to be concatenated",
)
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
command(args)
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "Concatenate string",
example: r#"let other = ([za xs cd] | dataframe to-df);
[abc abc abc] | dataframe to-df | dataframe concatenate $other"#,
result: Some(vec![NuDataFrame::try_from_columns(
vec![Column::new(
"0".to_string(),
vec![
UntaggedValue::string("abcza").into(),
UntaggedValue::string("abcxs").into(),
UntaggedValue::string("abccd").into(),
],
)],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
}]
}
}
fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
let tag = args.call_info.name_tag.clone();
let other: Value = args.req(0)?;
let other_df = match &other.value {
UntaggedValue::DataFrame(df) => Ok(df),
_ => Err(ShellError::labeled_error(
"Incorrect type",
"can only concatenate another series",
other.tag.span,
)),
}?;
let other_series = other_df.as_series(&other.tag.span)?;
let other_chunked = other_series.utf8().map_err(|e| {
parse_polars_error::<&str>(
&e,
&other.tag.span,
Some("The concatenate command can only be used with string columns"),
)
})?;
let (df, df_tag) = NuDataFrame::try_from_stream(&mut args.input, &tag.span)?;
let series = df.as_series(&df_tag.span)?;
let chunked = series.utf8().map_err(|e| {
parse_polars_error::<&str>(
&e,
&df_tag.span,
Some("The concatenate command can only be used with string columns"),
)
})?;
let mut res = chunked.concat(other_chunked);
res.rename(series.name());
let df = NuDataFrame::try_from_series(vec![res.into_series()], &tag.span)?;
Ok(OutputStream::one(df.into_value(df_tag)))
}
#[cfg(test)]
mod tests {
use super::DataFrame;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test_dataframe as test_examples;
test_examples(DataFrame {})
}
}

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@ -1,89 +0,0 @@
use crate::{commands::dataframe::utils::parse_polars_error, prelude::*};
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
dataframe::{Column, NuDataFrame},
Signature, SyntaxShape, UntaggedValue,
};
use nu_source::Tagged;
use polars::prelude::IntoSeries;
pub struct DataFrame;
impl WholeStreamCommand for DataFrame {
fn name(&self) -> &str {
"dataframe contains"
}
fn usage(&self) -> &str {
"[Series] Checks if a pattern is contained in a string"
}
fn signature(&self) -> Signature {
Signature::build("dataframe contains").required(
"pattern",
SyntaxShape::String,
"Regex pattern to be searched",
)
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
command(args)
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "Returns boolean indicating if pattern was found",
example: "[abc acb acb] | dataframe to-df | dataframe contains ab",
result: Some(vec![NuDataFrame::try_from_columns(
vec![Column::new(
"0".to_string(),
vec![
UntaggedValue::boolean(true).into(),
UntaggedValue::boolean(false).into(),
UntaggedValue::boolean(false).into(),
],
)],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
}]
}
}
fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
let tag = args.call_info.name_tag.clone();
let pattern: Tagged<String> = args.req(0)?;
let (df, df_tag) = NuDataFrame::try_from_stream(&mut args.input, &tag.span)?;
let series = df.as_series(&df_tag.span)?;
let chunked = series.utf8().map_err(|e| {
parse_polars_error::<&str>(
&e,
&df_tag.span,
Some("The contains command can only be used with string columns"),
)
})?;
let res = chunked
.contains(&pattern.item)
.map_err(|e| parse_polars_error::<&str>(&e, &tag.span, None))?;
let df = NuDataFrame::try_from_series(vec![res.into_series()], &tag.span)?;
Ok(OutputStream::one(df.into_value(df_tag)))
}
#[cfg(test)]
mod tests {
use super::DataFrame;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test_dataframe as test_examples;
test_examples(DataFrame {})
}
}

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@ -1,127 +0,0 @@
use crate::prelude::*;
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
dataframe::{Column, NuDataFrame},
Signature, SyntaxShape, UntaggedValue,
};
use nu_source::Tagged;
use polars::prelude::DataType;
enum CumType {
Min,
Max,
Sum,
}
impl CumType {
fn from_str(roll_type: &str, span: &Span) -> Result<Self, ShellError> {
match roll_type {
"min" => Ok(Self::Min),
"max" => Ok(Self::Max),
"sum" => Ok(Self::Sum),
_ => Err(ShellError::labeled_error_with_secondary(
"Wrong operation",
"Operation not valid for cumulative",
span,
"Perhaps you want to use: max, min, sum",
span,
)),
}
}
fn to_str(&self) -> &'static str {
match self {
CumType::Min => "cum_min",
CumType::Max => "cum_max",
CumType::Sum => "cum_sum",
}
}
}
pub struct DataFrame;
impl WholeStreamCommand for DataFrame {
fn name(&self) -> &str {
"dataframe cum"
}
fn usage(&self) -> &str {
"[Series] Cumulative calculation for a series"
}
fn signature(&self) -> Signature {
Signature::build("dataframe cum")
.required("type", SyntaxShape::String, "rolling operation")
.switch("reverse", "Reverse cumulative calculation", Some('r'))
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
command(args)
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "Cumulative sum for a series",
example: "[1 2 3 4 5] | dataframe to-df | dataframe cum sum",
result: Some(vec![NuDataFrame::try_from_columns(
vec![Column::new(
"0_cum_sum".to_string(),
vec![
UntaggedValue::int(1).into(),
UntaggedValue::int(3).into(),
UntaggedValue::int(6).into(),
UntaggedValue::int(10).into(),
UntaggedValue::int(15).into(),
],
)],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
}]
}
}
fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
let tag = args.call_info.name_tag.clone();
let cum_type: Tagged<String> = args.req(0)?;
let reverse = args.has_flag("reverse");
let (df, df_tag) = NuDataFrame::try_from_stream(&mut args.input, &tag.span)?;
let series = df.as_series(&df_tag.span)?;
if let DataType::Object(_) = series.dtype() {
return Err(ShellError::labeled_error(
"Found object series",
"Series of type object cannot be used for cumulative operation",
&df_tag.span,
));
}
let cum_type = CumType::from_str(&cum_type.item, &cum_type.tag.span)?;
let mut res = match cum_type {
CumType::Max => series.cummax(reverse),
CumType::Min => series.cummin(reverse),
CumType::Sum => series.cumsum(reverse),
};
let name = format!("{}_{}", series.name(), cum_type.to_str());
res.rename(&name);
let df = NuDataFrame::try_from_series(vec![res], &tag.span)?;
Ok(OutputStream::one(df.into_value(df_tag)))
}
#[cfg(test)]
mod tests {
use super::DataFrame;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test_dataframe as test_examples;
test_examples(DataFrame {})
}
}

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@ -1,75 +0,0 @@
use crate::{commands::dataframe::utils::parse_polars_error, prelude::*};
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
dataframe::{Column, NuDataFrame},
Signature, UntaggedValue,
};
use polars::prelude::IntoSeries;
pub struct DataFrame;
impl WholeStreamCommand for DataFrame {
fn name(&self) -> &str {
"dataframe get-day"
}
fn usage(&self) -> &str {
"[Series] Gets day from date"
}
fn signature(&self) -> Signature {
Signature::build("dataframe get-day")
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
command(args)
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "Returns day from a date",
example: r#"let dt = ('2020-08-04T16:39:18+00:00' | str to-datetime -z 'UTC');
let df = ([$dt $dt] | dataframe to-df);
$df | dataframe get-day"#,
result: Some(vec![NuDataFrame::try_from_columns(
vec![Column::new(
"0".to_string(),
vec![UntaggedValue::int(4).into(), UntaggedValue::int(4).into()],
)],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
}]
}
}
fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
let tag = args.call_info.name_tag.clone();
let (df, df_tag) = NuDataFrame::try_from_stream(&mut args.input, &tag.span)?;
let series = df.as_series(&df_tag.span)?;
let casted = series
.datetime()
.map_err(|e| parse_polars_error::<&str>(&e, &df_tag.span, None))?;
let res = casted.day().into_series();
let df = NuDataFrame::try_from_series(vec![res], &tag.span)?;
Ok(OutputStream::one(df.into_value(df_tag)))
}
#[cfg(test)]
mod tests {
use super::DataFrame;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test_dataframe as test_examples;
test_examples(DataFrame {})
}
}

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@ -1,75 +0,0 @@
use crate::{commands::dataframe::utils::parse_polars_error, prelude::*};
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
dataframe::{Column, NuDataFrame},
Signature, UntaggedValue,
};
use polars::prelude::IntoSeries;
pub struct DataFrame;
impl WholeStreamCommand for DataFrame {
fn name(&self) -> &str {
"dataframe get-hour"
}
fn usage(&self) -> &str {
"[Series] Gets hour from date"
}
fn signature(&self) -> Signature {
Signature::build("dataframe get-hour")
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
command(args)
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "Returns hour from a date",
example: r#"let dt = ('2020-08-04T16:39:18+00:00' | str to-datetime -z 'UTC');
let df = ([$dt $dt] | dataframe to-df);
$df | dataframe get-hour"#,
result: Some(vec![NuDataFrame::try_from_columns(
vec![Column::new(
"0".to_string(),
vec![UntaggedValue::int(16).into(), UntaggedValue::int(16).into()],
)],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
}]
}
}
fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
let tag = args.call_info.name_tag.clone();
let (df, df_tag) = NuDataFrame::try_from_stream(&mut args.input, &tag.span)?;
let series = df.as_series(&df_tag.span)?;
let casted = series
.datetime()
.map_err(|e| parse_polars_error::<&str>(&e, &df_tag.span, None))?;
let res = casted.hour().into_series();
let df = NuDataFrame::try_from_series(vec![res], &tag.span)?;
Ok(OutputStream::one(df.into_value(df_tag)))
}
#[cfg(test)]
mod tests {
use super::DataFrame;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test_dataframe as test_examples;
test_examples(DataFrame {})
}
}

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@ -1,75 +0,0 @@
use crate::{commands::dataframe::utils::parse_polars_error, prelude::*};
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
dataframe::{Column, NuDataFrame},
Signature, UntaggedValue,
};
use polars::prelude::IntoSeries;
pub struct DataFrame;
impl WholeStreamCommand for DataFrame {
fn name(&self) -> &str {
"dataframe get-minute"
}
fn usage(&self) -> &str {
"[Series] Gets minute from date"
}
fn signature(&self) -> Signature {
Signature::build("dataframe get-minute")
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
command(args)
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "Returns minute from a date",
example: r#"let dt = ('2020-08-04T16:39:18+00:00' | str to-datetime -z 'UTC');
let df = ([$dt $dt] | dataframe to-df);
$df | dataframe get-minute"#,
result: Some(vec![NuDataFrame::try_from_columns(
vec![Column::new(
"0".to_string(),
vec![UntaggedValue::int(39).into(), UntaggedValue::int(39).into()],
)],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
}]
}
}
fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
let tag = args.call_info.name_tag.clone();
let (df, df_tag) = NuDataFrame::try_from_stream(&mut args.input, &tag.span)?;
let series = df.as_series(&df_tag.span)?;
let casted = series
.datetime()
.map_err(|e| parse_polars_error::<&str>(&e, &df_tag.span, None))?;
let res = casted.minute().into_series();
let df = NuDataFrame::try_from_series(vec![res], &tag.span)?;
Ok(OutputStream::one(df.into_value(df_tag)))
}
#[cfg(test)]
mod tests {
use super::DataFrame;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test_dataframe as test_examples;
test_examples(DataFrame {})
}
}

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@ -1,75 +0,0 @@
use crate::{commands::dataframe::utils::parse_polars_error, prelude::*};
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
dataframe::{Column, NuDataFrame},
Signature, UntaggedValue,
};
use polars::prelude::IntoSeries;
pub struct DataFrame;
impl WholeStreamCommand for DataFrame {
fn name(&self) -> &str {
"dataframe get-month"
}
fn usage(&self) -> &str {
"[Series] Gets month from date"
}
fn signature(&self) -> Signature {
Signature::build("dataframe get-month")
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
command(args)
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "Returns month from a date",
example: r#"let dt = ('2020-08-04T16:39:18+00:00' | str to-datetime -z 'UTC');
let df = ([$dt $dt] | dataframe to-df);
$df | dataframe get-month"#,
result: Some(vec![NuDataFrame::try_from_columns(
vec![Column::new(
"0".to_string(),
vec![UntaggedValue::int(8).into(), UntaggedValue::int(8).into()],
)],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
}]
}
}
fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
let tag = args.call_info.name_tag.clone();
let (df, df_tag) = NuDataFrame::try_from_stream(&mut args.input, &tag.span)?;
let series = df.as_series(&df_tag.span)?;
let casted = series
.datetime()
.map_err(|e| parse_polars_error::<&str>(&e, &df_tag.span, None))?;
let res = casted.month().into_series();
let df = NuDataFrame::try_from_series(vec![res], &tag.span)?;
Ok(OutputStream::one(df.into_value(df_tag)))
}
#[cfg(test)]
mod tests {
use super::DataFrame;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test_dataframe as test_examples;
test_examples(DataFrame {})
}
}

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@ -1,75 +0,0 @@
use crate::{commands::dataframe::utils::parse_polars_error, prelude::*};
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
dataframe::{Column, NuDataFrame},
Signature, UntaggedValue,
};
use polars::prelude::IntoSeries;
pub struct DataFrame;
impl WholeStreamCommand for DataFrame {
fn name(&self) -> &str {
"dataframe get-nanosecond"
}
fn usage(&self) -> &str {
"[Series] Gets nanosecond from date"
}
fn signature(&self) -> Signature {
Signature::build("dataframe get-nanosecond")
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
command(args)
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "Returns nanosecond from a date",
example: r#"let dt = ('2020-08-04T16:39:18+00:00' | str to-datetime -z 'UTC');
let df = ([$dt $dt] | dataframe to-df);
$df | dataframe get-nanosecond"#,
result: Some(vec![NuDataFrame::try_from_columns(
vec![Column::new(
"0".to_string(),
vec![UntaggedValue::int(0).into(), UntaggedValue::int(0).into()],
)],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
}]
}
}
fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
let tag = args.call_info.name_tag.clone();
let (df, df_tag) = NuDataFrame::try_from_stream(&mut args.input, &tag.span)?;
let series = df.as_series(&df_tag.span)?;
let casted = series
.datetime()
.map_err(|e| parse_polars_error::<&str>(&e, &df_tag.span, None))?;
let res = casted.nanosecond().into_series();
let df = NuDataFrame::try_from_series(vec![res], &tag.span)?;
Ok(OutputStream::one(df.into_value(df_tag)))
}
#[cfg(test)]
mod tests {
use super::DataFrame;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test_dataframe as test_examples;
test_examples(DataFrame {})
}
}

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@ -1,78 +0,0 @@
use crate::{commands::dataframe::utils::parse_polars_error, prelude::*};
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
dataframe::{Column, NuDataFrame},
Signature, UntaggedValue,
};
use polars::prelude::IntoSeries;
pub struct DataFrame;
impl WholeStreamCommand for DataFrame {
fn name(&self) -> &str {
"dataframe get-ordinal"
}
fn usage(&self) -> &str {
"[Series] Gets ordinal date from date"
}
fn signature(&self) -> Signature {
Signature::build("dataframe get-ordinal")
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
command(args)
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "Returns ordinal from a date",
example: r#"let dt = ('2020-08-04T16:39:18+00:00' | str to-datetime -z 'UTC');
let df = ([$dt $dt] | dataframe to-df);
$df | dataframe get-ordinal"#,
result: Some(vec![NuDataFrame::try_from_columns(
vec![Column::new(
"0".to_string(),
vec![
UntaggedValue::int(217).into(),
UntaggedValue::int(217).into(),
],
)],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
}]
}
}
fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
let tag = args.call_info.name_tag.clone();
let (df, df_tag) = NuDataFrame::try_from_stream(&mut args.input, &tag.span)?;
let series = df.as_series(&df_tag.span)?;
let casted = series
.datetime()
.map_err(|e| parse_polars_error::<&str>(&e, &df_tag.span, None))?;
let res = casted.ordinal().into_series();
let df = NuDataFrame::try_from_series(vec![res], &tag.span)?;
Ok(OutputStream::one(df.into_value(df_tag)))
}
#[cfg(test)]
mod tests {
use super::DataFrame;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test_dataframe as test_examples;
test_examples(DataFrame {})
}
}

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@ -1,75 +0,0 @@
use crate::{commands::dataframe::utils::parse_polars_error, prelude::*};
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
dataframe::{Column, NuDataFrame},
Signature, UntaggedValue,
};
use polars::prelude::IntoSeries;
pub struct DataFrame;
impl WholeStreamCommand for DataFrame {
fn name(&self) -> &str {
"dataframe get-second"
}
fn usage(&self) -> &str {
"[Series] Gets second from date"
}
fn signature(&self) -> Signature {
Signature::build("dataframe get-second")
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
command(args)
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "Returns second from a date",
example: r#"let dt = ('2020-08-04T16:39:18+00:00' | str to-datetime -z 'UTC');
let df = ([$dt $dt] | dataframe to-df);
$df | dataframe get-second"#,
result: Some(vec![NuDataFrame::try_from_columns(
vec![Column::new(
"0".to_string(),
vec![UntaggedValue::int(18).into(), UntaggedValue::int(18).into()],
)],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
}]
}
}
fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
let tag = args.call_info.name_tag.clone();
let (df, df_tag) = NuDataFrame::try_from_stream(&mut args.input, &tag.span)?;
let series = df.as_series(&df_tag.span)?;
let casted = series
.datetime()
.map_err(|e| parse_polars_error::<&str>(&e, &df_tag.span, None))?;
let res = casted.second().into_series();
let df = NuDataFrame::try_from_series(vec![res], &tag.span)?;
Ok(OutputStream::one(df.into_value(df_tag)))
}
#[cfg(test)]
mod tests {
use super::DataFrame;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test_dataframe as test_examples;
test_examples(DataFrame {})
}
}

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@ -1,75 +0,0 @@
use crate::{commands::dataframe::utils::parse_polars_error, prelude::*};
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
dataframe::{Column, NuDataFrame},
Signature, UntaggedValue,
};
use polars::prelude::IntoSeries;
pub struct DataFrame;
impl WholeStreamCommand for DataFrame {
fn name(&self) -> &str {
"dataframe get-week"
}
fn usage(&self) -> &str {
"[Series] Gets week from date"
}
fn signature(&self) -> Signature {
Signature::build("dataframe get-week")
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
command(args)
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "Returns week from a date",
example: r#"let dt = ('2020-08-04T16:39:18+00:00' | str to-datetime -z 'UTC');
let df = ([$dt $dt] | dataframe to-df);
$df | dataframe get-week"#,
result: Some(vec![NuDataFrame::try_from_columns(
vec![Column::new(
"0".to_string(),
vec![UntaggedValue::int(32).into(), UntaggedValue::int(32).into()],
)],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
}]
}
}
fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
let tag = args.call_info.name_tag.clone();
let (df, df_tag) = NuDataFrame::try_from_stream(&mut args.input, &tag.span)?;
let series = df.as_series(&df_tag.span)?;
let casted = series
.datetime()
.map_err(|e| parse_polars_error::<&str>(&e, &df_tag.span, None))?;
let res = casted.week().into_series();
let df = NuDataFrame::try_from_series(vec![res], &tag.span)?;
Ok(OutputStream::one(df.into_value(df_tag)))
}
#[cfg(test)]
mod tests {
use super::DataFrame;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test_dataframe as test_examples;
test_examples(DataFrame {})
}
}

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@ -1,75 +0,0 @@
use crate::{commands::dataframe::utils::parse_polars_error, prelude::*};
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
dataframe::{Column, NuDataFrame},
Signature, UntaggedValue,
};
use polars::prelude::IntoSeries;
pub struct DataFrame;
impl WholeStreamCommand for DataFrame {
fn name(&self) -> &str {
"dataframe get-weekday"
}
fn usage(&self) -> &str {
"[Series] Gets weekday from date"
}
fn signature(&self) -> Signature {
Signature::build("dataframe get-weekday")
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
command(args)
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "Returns weekday from a date",
example: r#"let dt = ('2020-08-04T16:39:18+00:00' | str to-datetime -z 'UTC');
let df = ([$dt $dt] | dataframe to-df);
$df | dataframe get-weekday"#,
result: Some(vec![NuDataFrame::try_from_columns(
vec![Column::new(
"0".to_string(),
vec![UntaggedValue::int(1).into(), UntaggedValue::int(1).into()],
)],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
}]
}
}
fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
let tag = args.call_info.name_tag.clone();
let (df, df_tag) = NuDataFrame::try_from_stream(&mut args.input, &tag.span)?;
let series = df.as_series(&df_tag.span)?;
let casted = series
.datetime()
.map_err(|e| parse_polars_error::<&str>(&e, &df_tag.span, None))?;
let res = casted.weekday().into_series();
let df = NuDataFrame::try_from_series(vec![res], &tag.span)?;
Ok(OutputStream::one(df.into_value(df_tag)))
}
#[cfg(test)]
mod tests {
use super::DataFrame;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test_dataframe as test_examples;
test_examples(DataFrame {})
}
}

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@ -1,78 +0,0 @@
use crate::{commands::dataframe::utils::parse_polars_error, prelude::*};
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
dataframe::{Column, NuDataFrame},
Signature, UntaggedValue,
};
use polars::prelude::IntoSeries;
pub struct DataFrame;
impl WholeStreamCommand for DataFrame {
fn name(&self) -> &str {
"dataframe get-year"
}
fn usage(&self) -> &str {
"[Series] Gets year from date"
}
fn signature(&self) -> Signature {
Signature::build("dataframe get-year")
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
command(args)
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "Returns year from a date",
example: r#"let dt = ('2020-08-04T16:39:18+00:00' | str to-datetime -z 'UTC');
let df = ([$dt $dt] | dataframe to-df);
$df | dataframe get-year"#,
result: Some(vec![NuDataFrame::try_from_columns(
vec![Column::new(
"0".to_string(),
vec![
UntaggedValue::int(2020).into(),
UntaggedValue::int(2020).into(),
],
)],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
}]
}
}
fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
let tag = args.call_info.name_tag.clone();
let (df, df_tag) = NuDataFrame::try_from_stream(&mut args.input, &tag.span)?;
let series = df.as_series(&df_tag.span)?;
let casted = series
.datetime()
.map_err(|e| parse_polars_error::<&str>(&e, &df_tag.span, None))?;
let res = casted.year().into_series();
let df = NuDataFrame::try_from_series(vec![res], &tag.span)?;
Ok(OutputStream::one(df.into_value(df_tag)))
}
#[cfg(test)]
mod tests {
use super::DataFrame;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test_dataframe as test_examples;
test_examples(DataFrame {})
}
}

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@ -1,82 +0,0 @@
use crate::{commands::dataframe::utils::parse_polars_error, prelude::*};
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
dataframe::{Column, NuDataFrame},
Signature, UntaggedValue,
};
use polars::prelude::IntoSeries;
pub struct DataFrame;
impl WholeStreamCommand for DataFrame {
fn name(&self) -> &str {
"dataframe is-duplicated"
}
fn usage(&self) -> &str {
"[Series] Creates mask indicating duplicated values"
}
fn signature(&self) -> Signature {
Signature::build("dataframe is-duplicated")
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
command(args)
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "Create mask indicating duplicated values",
example: "[5 6 6 6 8 8 8] | dataframe to-df | dataframe is-duplicated",
result: Some(vec![NuDataFrame::try_from_columns(
vec![Column::new(
"is_duplicated".to_string(),
vec![
UntaggedValue::boolean(false).into(),
UntaggedValue::boolean(true).into(),
UntaggedValue::boolean(true).into(),
UntaggedValue::boolean(true).into(),
UntaggedValue::boolean(true).into(),
UntaggedValue::boolean(true).into(),
UntaggedValue::boolean(true).into(),
],
)],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
}]
}
}
fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
let tag = args.call_info.name_tag.clone();
let (df, df_tag) = NuDataFrame::try_from_stream(&mut args.input, &tag.span)?;
let mut res = df
.as_series(&df_tag.span)?
.is_duplicated()
.map_err(|e| parse_polars_error::<&str>(&e, &tag.span, None))?
.into_series();
res.rename("is_duplicated");
let df = NuDataFrame::try_from_series(vec![res], &tag.span)?;
Ok(OutputStream::one(df.into_value(df_tag)))
}
#[cfg(test)]
mod tests {
use super::DataFrame;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test_dataframe as test_examples;
test_examples(DataFrame {})
}
}

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@ -1,95 +0,0 @@
use crate::{commands::dataframe::utils::parse_polars_error, prelude::*};
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
dataframe::{Column, NuDataFrame},
Signature, SyntaxShape, UntaggedValue, Value,
};
use polars::prelude::IntoSeries;
pub struct DataFrame;
impl WholeStreamCommand for DataFrame {
fn name(&self) -> &str {
"dataframe is-in"
}
fn usage(&self) -> &str {
"[Series] Checks if elements from a series are contained in right series"
}
fn signature(&self) -> Signature {
Signature::build("dataframe is-in").required("other", SyntaxShape::Any, "right series")
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
command(args)
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "Checks if elements from a series are contained in right series",
example: r#"let other = ([1 3 6] | dataframe to-df);
[5 6 6 6 8 8 8] | dataframe to-df | dataframe is-in $other"#,
result: Some(vec![NuDataFrame::try_from_columns(
vec![Column::new(
"is_in".to_string(),
vec![
UntaggedValue::boolean(false).into(),
UntaggedValue::boolean(true).into(),
UntaggedValue::boolean(true).into(),
UntaggedValue::boolean(true).into(),
UntaggedValue::boolean(false).into(),
UntaggedValue::boolean(false).into(),
UntaggedValue::boolean(false).into(),
],
)],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
}]
}
}
fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
let tag = args.call_info.name_tag.clone();
let value: Value = args.req(0)?;
let other_df = match value.value {
UntaggedValue::DataFrame(df) => Ok(df),
_ => Err(ShellError::labeled_error(
"Incorrect type",
"can only search in a series",
value.tag.span,
)),
}?;
let other = other_df.as_series(&value.tag.span)?;
let (df, df_tag) = NuDataFrame::try_from_stream(&mut args.input, &tag.span)?;
let mut res = df
.as_series(&df_tag.span)?
.is_in(&other)
.map_err(|e| parse_polars_error::<&str>(&e, &tag.span, None))?
.into_series();
res.rename("is_in");
let df = NuDataFrame::try_from_series(vec![res], &tag.span)?;
Ok(OutputStream::one(df.into_value(df_tag)))
}
#[cfg(test)]
mod tests {
use super::DataFrame;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test_dataframe as test_examples;
test_examples(DataFrame {})
}
}

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@ -1,75 +0,0 @@
use crate::prelude::*;
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
dataframe::{Column, NuDataFrame},
Signature, UntaggedValue,
};
use polars::prelude::IntoSeries;
pub struct DataFrame;
impl WholeStreamCommand for DataFrame {
fn name(&self) -> &str {
"dataframe is-not-null"
}
fn usage(&self) -> &str {
"[Series] Creates mask where value is not null"
}
fn signature(&self) -> Signature {
Signature::build("dataframe is-not-null")
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
command(args)
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "Create mask where values are not null",
example: r#"let s = ([5 6 0 8] | dataframe to-df);
let res = ($s / $s);
$res | dataframe is-not-null"#,
result: Some(vec![NuDataFrame::try_from_columns(
vec![Column::new(
"is_not_null".to_string(),
vec![
UntaggedValue::boolean(true).into(),
UntaggedValue::boolean(true).into(),
UntaggedValue::boolean(false).into(),
UntaggedValue::boolean(true).into(),
],
)],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
}]
}
}
fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
let tag = args.call_info.name_tag.clone();
let (df, df_tag) = NuDataFrame::try_from_stream(&mut args.input, &tag.span)?;
let res = df.as_series(&df_tag.span)?.is_not_null();
let df = NuDataFrame::try_from_series(vec![res.into_series()], &tag.span)?;
Ok(OutputStream::one(df.into_value(df_tag)))
}
#[cfg(test)]
mod tests {
use super::DataFrame;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test_dataframe as test_examples;
test_examples(DataFrame {})
}
}

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@ -1,75 +0,0 @@
use crate::prelude::*;
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
dataframe::{Column, NuDataFrame},
Signature, UntaggedValue,
};
use polars::prelude::IntoSeries;
pub struct DataFrame;
impl WholeStreamCommand for DataFrame {
fn name(&self) -> &str {
"dataframe is-null"
}
fn usage(&self) -> &str {
"[Series] Creates mask where value is null"
}
fn signature(&self) -> Signature {
Signature::build("dataframe is-null")
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
command(args)
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "Create mask where values are null",
example: r#"let s = ([5 6 0 8] | dataframe to-df);
let res = ($s / $s);
$res | dataframe is-null"#,
result: Some(vec![NuDataFrame::try_from_columns(
vec![Column::new(
"is_null".to_string(),
vec![
UntaggedValue::boolean(false).into(),
UntaggedValue::boolean(false).into(),
UntaggedValue::boolean(true).into(),
UntaggedValue::boolean(false).into(),
],
)],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
}]
}
}
fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
let tag = args.call_info.name_tag.clone();
let (df, df_tag) = NuDataFrame::try_from_stream(&mut args.input, &tag.span)?;
let res = df.as_series(&df_tag.span)?.is_null();
let df = NuDataFrame::try_from_series(vec![res.into_series()], &tag.span)?;
Ok(OutputStream::one(df.into_value(df_tag)))
}
#[cfg(test)]
mod tests {
use super::DataFrame;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test_dataframe as test_examples;
test_examples(DataFrame {})
}
}

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@ -1,82 +0,0 @@
use crate::{commands::dataframe::utils::parse_polars_error, prelude::*};
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
dataframe::{Column, NuDataFrame},
Signature, UntaggedValue,
};
use polars::prelude::IntoSeries;
pub struct DataFrame;
impl WholeStreamCommand for DataFrame {
fn name(&self) -> &str {
"dataframe is-unique"
}
fn usage(&self) -> &str {
"[Series] Creates mask indicating unique values"
}
fn signature(&self) -> Signature {
Signature::build("dataframe is-unique")
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
command(args)
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "Create mask indicating unique values",
example: "[5 6 6 6 8 8 8] | dataframe to-df | dataframe is-unique",
result: Some(vec![NuDataFrame::try_from_columns(
vec![Column::new(
"is_unique".to_string(),
vec![
UntaggedValue::boolean(true).into(),
UntaggedValue::boolean(false).into(),
UntaggedValue::boolean(false).into(),
UntaggedValue::boolean(false).into(),
UntaggedValue::boolean(false).into(),
UntaggedValue::boolean(false).into(),
UntaggedValue::boolean(false).into(),
],
)],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
}]
}
}
fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
let tag = args.call_info.name_tag.clone();
let (df, df_tag) = NuDataFrame::try_from_stream(&mut args.input, &tag.span)?;
let mut res = df
.as_series(&df_tag.span)?
.is_unique()
.map_err(|e| parse_polars_error::<&str>(&e, &tag.span, None))?
.into_series();
res.rename("is_unique");
let df = NuDataFrame::try_from_series(vec![res], &tag.span)?;
Ok(OutputStream::one(df.into_value(df_tag)))
}
#[cfg(test)]
mod tests {
use super::DataFrame;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test_dataframe as test_examples;
test_examples(DataFrame {})
}
}

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@ -1,85 +0,0 @@
pub mod all_false;
pub mod all_true;
pub mod arg_max;
pub mod arg_min;
pub mod arg_sort;
pub mod arg_true;
pub mod arg_unique;
pub mod concatenate;
pub mod contains;
pub mod cumulative;
pub mod get_day;
pub mod get_hour;
pub mod get_minute;
pub mod get_month;
pub mod get_nanosecond;
pub mod get_ordinal;
pub mod get_second;
pub mod get_week;
pub mod get_weekday;
pub mod get_year;
pub mod is_duplicated;
pub mod is_in;
pub mod is_not_null;
pub mod is_null;
pub mod is_unique;
pub mod n_null;
pub mod n_unique;
pub mod not;
pub mod rename;
pub mod replace;
pub mod replace_all;
pub mod rolling;
pub mod set;
pub mod set_with_idx;
pub mod shift;
pub mod str_lengths;
pub mod str_slice;
pub mod strftime;
pub mod to_lowercase;
pub mod to_uppercase;
pub mod unique;
pub mod value_counts;
pub use all_false::DataFrame as DataFrameAllFalse;
pub use all_true::DataFrame as DataFrameAllTrue;
pub use arg_max::DataFrame as DataFrameArgMax;
pub use arg_min::DataFrame as DataFrameArgMin;
pub use arg_sort::DataFrame as DataFrameArgSort;
pub use arg_true::DataFrame as DataFrameArgTrue;
pub use arg_unique::DataFrame as DataFrameArgUnique;
pub use concatenate::DataFrame as DataFrameConcatenate;
pub use contains::DataFrame as DataFrameContains;
pub use cumulative::DataFrame as DataFrameCumulative;
pub use get_day::DataFrame as DataFrameGetDay;
pub use get_hour::DataFrame as DataFrameGetHour;
pub use get_minute::DataFrame as DataFrameGetMinute;
pub use get_month::DataFrame as DataFrameGetMonth;
pub use get_nanosecond::DataFrame as DataFrameGetNanoSecond;
pub use get_ordinal::DataFrame as DataFrameGetOrdinal;
pub use get_second::DataFrame as DataFrameGetSecond;
pub use get_week::DataFrame as DataFrameGetWeek;
pub use get_weekday::DataFrame as DataFrameGetWeekDay;
pub use get_year::DataFrame as DataFrameGetYear;
pub use is_duplicated::DataFrame as DataFrameIsDuplicated;
pub use is_in::DataFrame as DataFrameIsIn;
pub use is_not_null::DataFrame as DataFrameIsNotNull;
pub use is_null::DataFrame as DataFrameIsNull;
pub use is_unique::DataFrame as DataFrameIsUnique;
pub use n_null::DataFrame as DataFrameNNull;
pub use n_unique::DataFrame as DataFrameNUnique;
pub use not::DataFrame as DataFrameNot;
pub use rename::DataFrame as DataFrameSeriesRename;
pub use replace::DataFrame as DataFrameReplace;
pub use replace_all::DataFrame as DataFrameReplaceAll;
pub use rolling::DataFrame as DataFrameRolling;
pub use set::DataFrame as DataFrameSet;
pub use set_with_idx::DataFrame as DataFrameSetWithIdx;
pub use shift::DataFrame as DataFrameShift;
pub use str_lengths::DataFrame as DataFrameStringLengths;
pub use str_slice::DataFrame as DataFrameStringSlice;
pub use strftime::DataFrame as DataFrameStrFTime;
pub use to_lowercase::DataFrame as DataFrameToLowercase;
pub use to_uppercase::DataFrame as DataFrameToUppercase;
pub use unique::DataFrame as DataFrameUnique;
pub use value_counts::DataFrame as DataFrameValueCounts;

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@ -1,77 +0,0 @@
use crate::prelude::*;
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
dataframe::{Column, NuDataFrame},
Primitive, Signature, UntaggedValue, Value,
};
pub struct DataFrame;
impl WholeStreamCommand for DataFrame {
fn name(&self) -> &str {
"dataframe count-null"
}
fn usage(&self) -> &str {
"[Series] Counts null values"
}
fn signature(&self) -> Signature {
Signature::build("dataframe count-null")
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
command(args)
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "Counts null values",
example: r#"let s = ([1 1 0 0 3 3 4] | dataframe to-df);
($s / $s) | dataframe count-null"#,
result: Some(vec![NuDataFrame::try_from_columns(
vec![Column::new(
"count_null".to_string(),
vec![UntaggedValue::int(2).into()],
)],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
}]
}
}
fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
let tag = args.call_info.name_tag.clone();
let (df, df_tag) = NuDataFrame::try_from_stream(&mut args.input, &tag.span)?;
let res = df.as_series(&df_tag.span)?.null_count();
let value = Value {
value: UntaggedValue::Primitive(Primitive::Int(res as i64)),
tag: tag.clone(),
};
let df = NuDataFrame::try_from_columns(
vec![Column::new("count_null".to_string(), vec![value])],
&tag.span,
)?;
Ok(OutputStream::one(df.into_value(tag)))
}
#[cfg(test)]
mod tests {
use super::DataFrame;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test_dataframe as test_examples;
test_examples(DataFrame {})
}
}

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@ -1,79 +0,0 @@
use crate::{commands::dataframe::utils::parse_polars_error, prelude::*};
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
dataframe::{Column, NuDataFrame},
Primitive, Signature, UntaggedValue, Value,
};
pub struct DataFrame;
impl WholeStreamCommand for DataFrame {
fn name(&self) -> &str {
"dataframe count-unique"
}
fn usage(&self) -> &str {
"[Series] Counts unique value"
}
fn signature(&self) -> Signature {
Signature::build("dataframe count-unique")
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
command(args)
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "Counts unique values",
example: "[1 1 2 2 3 3 4] | dataframe to-df | dataframe count-unique",
result: Some(vec![NuDataFrame::try_from_columns(
vec![Column::new(
"count_unique".to_string(),
vec![UntaggedValue::int(4).into()],
)],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
}]
}
}
fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
let tag = args.call_info.name_tag.clone();
let (df, df_tag) = NuDataFrame::try_from_stream(&mut args.input, &tag.span)?;
let res = df
.as_series(&df_tag.span)?
.n_unique()
.map_err(|e| parse_polars_error::<&str>(&e, &tag.span, None))?;
let value = Value {
value: UntaggedValue::Primitive(Primitive::Int(res as i64)),
tag: tag.clone(),
};
let df = NuDataFrame::try_from_columns(
vec![Column::new("count_unique".to_string(), vec![value])],
&tag.span,
)?;
Ok(OutputStream::one(df.into_value(tag)))
}
#[cfg(test)]
mod tests {
use super::DataFrame;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test_dataframe as test_examples;
test_examples(DataFrame {})
}
}

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@ -1,82 +0,0 @@
use crate::{commands::dataframe::utils::parse_polars_error, prelude::*};
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
dataframe::{Column, NuDataFrame},
Signature, UntaggedValue,
};
use polars::prelude::IntoSeries;
use std::ops::Not;
pub struct DataFrame;
impl WholeStreamCommand for DataFrame {
fn name(&self) -> &str {
"dataframe not"
}
fn usage(&self) -> &str {
"[Series] Inverts boolean mask"
}
fn signature(&self) -> Signature {
Signature::build("dataframe not")
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
command(args)
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "Inverts boolean mask",
example: "[$true $false $true] | dataframe to-df | dataframe not",
result: Some(vec![NuDataFrame::try_from_columns(
vec![Column::new(
"0".to_string(),
vec![
UntaggedValue::boolean(false).into(),
UntaggedValue::boolean(true).into(),
UntaggedValue::boolean(false).into(),
],
)],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
}]
}
}
fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
let tag = args.call_info.name_tag.clone();
let (df, df_tag) = NuDataFrame::try_from_stream(&mut args.input, &tag.span)?;
let series = df.as_series(&df_tag.span)?;
let bool = series.bool().map_err(|e| {
parse_polars_error::<&str>(
&e,
&tag.span,
Some("not only works with series of type bool"),
)
})?;
let res = bool.not();
let df = NuDataFrame::try_from_series(vec![res.into_series()], &tag.span)?;
Ok(OutputStream::one(df.into_value(df_tag)))
}
#[cfg(test)]
mod tests {
use super::DataFrame;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test_dataframe as test_examples;
test_examples(DataFrame {})
}
}

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@ -1,80 +0,0 @@
use crate::prelude::*;
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
dataframe::{Column, NuDataFrame},
Signature, SyntaxShape, UntaggedValue,
};
use nu_source::Tagged;
pub struct DataFrame;
impl WholeStreamCommand for DataFrame {
fn name(&self) -> &str {
"dataframe rename"
}
fn usage(&self) -> &str {
"[Series] Renames a series"
}
fn signature(&self) -> Signature {
Signature::build("dataframe rename").required(
"name",
SyntaxShape::String,
"new series name",
)
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
command(args)
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "Renames a series",
example: "[5 6 7 8] | dataframe to-df | dataframe rename new_name",
result: Some(vec![NuDataFrame::try_from_columns(
vec![Column::new(
"new_name".to_string(),
vec![
UntaggedValue::int(5).into(),
UntaggedValue::int(6).into(),
UntaggedValue::int(7).into(),
UntaggedValue::int(8).into(),
],
)],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
}]
}
}
fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
let tag = args.call_info.name_tag.clone();
let name: Tagged<String> = args.req(0)?;
let (df, df_tag) = NuDataFrame::try_from_stream(&mut args.input, &tag.span)?;
let mut series = df.as_series(&df_tag.span)?;
series.rename(&name.item);
let df = NuDataFrame::try_from_series(vec![series], &tag.span)?;
Ok(OutputStream::one(df.into_value(df_tag)))
}
#[cfg(test)]
mod tests {
use super::DataFrame;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test_dataframe as test_examples;
test_examples(DataFrame {})
}
}

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@ -1,100 +0,0 @@
use crate::{commands::dataframe::utils::parse_polars_error, prelude::*};
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
dataframe::{Column, NuDataFrame},
Signature, SyntaxShape, UntaggedValue,
};
use nu_source::{Span, Tagged};
use polars::prelude::IntoSeries;
pub struct DataFrame;
impl WholeStreamCommand for DataFrame {
fn name(&self) -> &str {
"dataframe replace"
}
fn usage(&self) -> &str {
"[Series] Replace the leftmost (sub)string by a regex pattern"
}
fn signature(&self) -> Signature {
Signature::build("dataframe replace")
.required_named(
"pattern",
SyntaxShape::String,
"Regex pattern to be matched",
Some('p'),
)
.required_named(
"replace",
SyntaxShape::String,
"replacing string",
Some('r'),
)
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
command(args)
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "Replaces string",
example: "[abc abc abc] | dataframe to-df | dataframe replace -p ab -r AB",
result: Some(vec![NuDataFrame::try_from_columns(
vec![Column::new(
"0".to_string(),
vec![
UntaggedValue::string("ABc").into(),
UntaggedValue::string("ABc").into(),
UntaggedValue::string("ABc").into(),
],
)],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
}]
}
}
fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
let tag = args.call_info.name_tag.clone();
let pattern: Tagged<String> = args.req_named("pattern")?;
let replace: Tagged<String> = args.req_named("replace")?;
let (df, df_tag) = NuDataFrame::try_from_stream(&mut args.input, &tag.span)?;
let series = df.as_series(&df_tag.span)?;
let chunked = series.utf8().map_err(|e| {
parse_polars_error::<&str>(
&e,
&df_tag.span,
Some("The replace-all command can only be used with string columns"),
)
})?;
let mut res = chunked
.replace(&pattern.item, &replace.item)
.map_err(|e| parse_polars_error::<&str>(&e, &tag.span, None))?;
res.rename(series.name());
let df = NuDataFrame::try_from_series(vec![res.into_series()], &tag.span)?;
Ok(OutputStream::one(df.into_value(df_tag)))
}
#[cfg(test)]
mod tests {
use super::DataFrame;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test_dataframe as test_examples;
test_examples(DataFrame {})
}
}

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@ -1,100 +0,0 @@
use crate::{commands::dataframe::utils::parse_polars_error, prelude::*};
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
dataframe::{Column, NuDataFrame},
Signature, SyntaxShape, UntaggedValue,
};
use nu_source::Tagged;
use polars::prelude::IntoSeries;
pub struct DataFrame;
impl WholeStreamCommand for DataFrame {
fn name(&self) -> &str {
"dataframe replace-all"
}
fn usage(&self) -> &str {
"[Series] Replace all (sub)strings by a regex pattern"
}
fn signature(&self) -> Signature {
Signature::build("dataframe replace")
.required_named(
"pattern",
SyntaxShape::String,
"Regex pattern to be matched",
Some('p'),
)
.required_named(
"replace",
SyntaxShape::String,
"replacing string",
Some('r'),
)
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
command(args)
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "Replaces string",
example: "[abac abac abac] | dataframe to-df | dataframe replace-all -p a -r A",
result: Some(vec![NuDataFrame::try_from_columns(
vec![Column::new(
"0".to_string(),
vec![
UntaggedValue::string("AbAc").into(),
UntaggedValue::string("AbAc").into(),
UntaggedValue::string("AbAc").into(),
],
)],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
}]
}
}
fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
let tag = args.call_info.name_tag.clone();
let pattern: Tagged<String> = args.req_named("pattern")?;
let replace: Tagged<String> = args.req_named("replace")?;
let (df, df_tag) = NuDataFrame::try_from_stream(&mut args.input, &tag.span)?;
let series = df.as_series(&df_tag.span)?;
let chunked = series.utf8().map_err(|e| {
parse_polars_error::<&str>(
&e,
&df_tag.span,
Some("The replace command can only be used with string columns"),
)
})?;
let mut res = chunked
.replace_all(&pattern.item, &replace.item)
.map_err(|e| parse_polars_error::<&str>(&e, &tag.span, None))?;
res.rename(series.name());
let df = NuDataFrame::try_from_series(vec![res.into_series()], &tag.span)?;
Ok(OutputStream::one(df.into_value(df_tag)))
}
#[cfg(test)]
mod tests {
use super::DataFrame;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test_dataframe as test_examples;
test_examples(DataFrame {})
}
}

View File

@ -1,160 +0,0 @@
use crate::{commands::dataframe::utils::parse_polars_error, prelude::*};
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
dataframe::{Column, NuDataFrame},
Signature, SyntaxShape, UntaggedValue,
};
use nu_source::Tagged;
use polars::prelude::{DataType, RollingOptions};
enum RollType {
Min,
Max,
Sum,
Mean,
}
impl RollType {
fn from_str(roll_type: &str, span: &Span) -> Result<Self, ShellError> {
match roll_type {
"min" => Ok(Self::Min),
"max" => Ok(Self::Max),
"sum" => Ok(Self::Sum),
"mean" => Ok(Self::Mean),
_ => Err(ShellError::labeled_error_with_secondary(
"Wrong operation",
"Operation not valid for rolling",
span,
"Perhaps you want to use: max, min, sum, mean",
span,
)),
}
}
fn to_str(&self) -> &'static str {
match self {
RollType::Min => "rolling_min",
RollType::Max => "rolling_max",
RollType::Sum => "rolling_sum",
RollType::Mean => "rolling_mean",
}
}
}
pub struct DataFrame;
impl WholeStreamCommand for DataFrame {
fn name(&self) -> &str {
"dataframe rolling"
}
fn usage(&self) -> &str {
"[Series] Rolling calculation for a series"
}
fn signature(&self) -> Signature {
Signature::build("dataframe rolling")
.required("type", SyntaxShape::String, "rolling operation")
.required("window", SyntaxShape::Int, "Window size for rolling")
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
command(args)
}
fn examples(&self) -> Vec<Example> {
vec![
Example {
description: "Rolling sum for a series",
example:
"[1 2 3 4 5] | dataframe to-df | dataframe rolling sum 2 | dataframe drop-nulls",
result: Some(vec![NuDataFrame::try_from_columns(
vec![Column::new(
"0_rolling_sum".to_string(),
vec![
UntaggedValue::int(3).into(),
UntaggedValue::int(5).into(),
UntaggedValue::int(7).into(),
UntaggedValue::int(9).into(),
],
)],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
},
Example {
description: "Rolling max for a series",
example:
"[1 2 3 4 5] | dataframe to-df | dataframe rolling max 2 | dataframe drop-nulls",
result: Some(vec![NuDataFrame::try_from_columns(
vec![Column::new(
"0_rolling_max".to_string(),
vec![
UntaggedValue::int(2).into(),
UntaggedValue::int(3).into(),
UntaggedValue::int(4).into(),
UntaggedValue::int(5).into(),
],
)],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
},
]
}
}
fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
let tag = args.call_info.name_tag.clone();
let roll_type: Tagged<String> = args.req(0)?;
let window_size: Tagged<i64> = args.req(1)?;
let (df, df_tag) = NuDataFrame::try_from_stream(&mut args.input, &tag.span)?;
let series = df.as_series(&df_tag.span)?;
if let DataType::Object(_) = series.dtype() {
return Err(ShellError::labeled_error(
"Found object series",
"Series of type object cannot be used for rolling operation",
&df_tag.span,
));
}
let roll_type = RollType::from_str(&roll_type.item, &roll_type.tag.span)?;
let rolling_opts = RollingOptions {
window_size: window_size.item as usize,
min_periods: window_size.item as usize,
weights: None,
center: false,
};
let res = match roll_type {
RollType::Max => series.rolling_max(rolling_opts),
RollType::Min => series.rolling_min(rolling_opts),
RollType::Sum => series.rolling_sum(rolling_opts),
RollType::Mean => series.rolling_mean(rolling_opts),
};
let mut res = res.map_err(|e| parse_polars_error::<&str>(&e, &df_tag.span, None))?;
let name = format!("{}_{}", series.name(), roll_type.to_str());
res.rename(&name);
let df = NuDataFrame::try_from_series(vec![res], &tag.span)?;
Ok(OutputStream::one(df.into_value(df_tag)))
}
#[cfg(test)]
mod tests {
use super::DataFrame;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test_dataframe as test_examples;
test_examples(DataFrame {})
}
}

View File

@ -1,171 +0,0 @@
use crate::{commands::dataframe::utils::parse_polars_error, prelude::*};
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
dataframe::{Column, NuDataFrame},
Primitive, Signature, SyntaxShape, UntaggedValue, Value,
};
use polars::prelude::{ChunkSet, DataType, IntoSeries};
pub struct DataFrame;
impl WholeStreamCommand for DataFrame {
fn name(&self) -> &str {
"dataframe set"
}
fn usage(&self) -> &str {
"[Series] Sets value where given mask is true"
}
fn signature(&self) -> Signature {
Signature::build("dataframe set")
.required("value", SyntaxShape::Any, "value to be inserted in series")
.required_named(
"mask",
SyntaxShape::Any,
"mask indicating insertions",
Some('m'),
)
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
command(args)
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "Shifts the values by a given period",
example: r#"let s = ([1 2 2 3 3] | dataframe to-df | dataframe shift 2);
let mask = ($s | dataframe is-null);
$s | dataframe set 0 --mask $mask"#,
result: Some(vec![NuDataFrame::try_from_columns(
vec![Column::new(
"0".to_string(),
vec![
UntaggedValue::int(0).into(),
UntaggedValue::int(0).into(),
UntaggedValue::int(1).into(),
UntaggedValue::int(2).into(),
UntaggedValue::int(2).into(),
],
)],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
}]
}
}
fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
let tag = args.call_info.name_tag.clone();
let value: Value = args.req(0)?;
let mask: Value = args.req_named("mask")?;
let mask_df = match &mask.value {
UntaggedValue::DataFrame(df) => Ok(df),
_ => Err(ShellError::labeled_error(
"Incorrect type",
"can only use a series as mask",
value.tag.span,
)),
}?;
let mask_series = mask_df.as_series(&mask.tag.span)?;
let bool_mask = match mask_series.dtype() {
DataType::Boolean => mask_series
.bool()
.map_err(|e| parse_polars_error::<&str>(&e, &mask.tag.span, None)),
_ => Err(ShellError::labeled_error(
"Incorrect type",
"can only use bool series as mask",
value.tag.span,
)),
}?;
let (df, df_tag) = NuDataFrame::try_from_stream(&mut args.input, &tag.span)?;
let series = df.as_series(&df_tag.span)?;
match &value.value {
UntaggedValue::Primitive(Primitive::Int(val)) => {
let chunked = series.i64().map_err(|e| {
parse_polars_error::<&str>(
&e,
&value.tag.span,
Some("The value has to match the set value type"),
)
})?;
let res = chunked
.set(bool_mask, Some(*val))
.map_err(|e| parse_polars_error::<&str>(&e, &value.tag.span, None))?;
let df = NuDataFrame::try_from_series(vec![res.into_series()], &tag.span)?;
Ok(OutputStream::one(df.into_value(df_tag)))
}
UntaggedValue::Primitive(Primitive::Decimal(val)) => {
let chunked = series.as_ref().f64().map_err(|e| {
parse_polars_error::<&str>(
&e,
&value.tag.span,
Some("The value has to match the series type"),
)
})?;
let res = chunked
.set(
bool_mask,
Some(
val.to_f64()
.expect("internal error: expected f64-compatible decimal"),
),
)
.map_err(|e| parse_polars_error::<&str>(&e, &value.tag.span, None))?;
let df = NuDataFrame::try_from_series(vec![res.into_series()], &tag.span)?;
Ok(OutputStream::one(df.into_value(df_tag)))
}
UntaggedValue::Primitive(Primitive::String(val)) => {
let chunked = series.as_ref().utf8().map_err(|e| {
parse_polars_error::<&str>(
&e,
&value.tag.span,
Some("The value has to match the series type"),
)
})?;
let res = chunked
.set(bool_mask, Some(val.as_ref()))
.map_err(|e| parse_polars_error::<&str>(&e, &value.tag.span, None))?;
let mut res = res.into_series();
res.rename("string");
let df = NuDataFrame::try_from_series(vec![res.into_series()], &tag.span)?;
Ok(OutputStream::one(df.into_value(df_tag)))
}
_ => Err(ShellError::labeled_error(
"Incorrect type",
format!(
"this value cannot be set in a series of type '{}'",
series.dtype()
),
value.tag.span,
)),
}
}
#[cfg(test)]
mod tests {
use super::DataFrame;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test_dataframe as test_examples;
test_examples(DataFrame {})
}
}

View File

@ -1,181 +0,0 @@
use crate::{commands::dataframe::utils::parse_polars_error, prelude::*};
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{
dataframe::{Column, NuDataFrame},
Primitive, Signature, SyntaxShape, UntaggedValue, Value,
};
use polars::prelude::{ChunkSet, DataType, IntoSeries};
pub struct DataFrame;
impl WholeStreamCommand for DataFrame {
fn name(&self) -> &str {
"dataframe set-with-idx"
}
fn usage(&self) -> &str {
"[Series] Sets value in the given index"
}
fn signature(&self) -> Signature {
Signature::build("dataframe set-with-idx")
.required("value", SyntaxShape::Any, "value to be inserted in series")
.required_named(
"indices",
SyntaxShape::Any,
"list of indices indicating where to set the value",
Some('i'),
)
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
command(args)
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "Set value in selected rows from series",
example: r#"let series = ([4 1 5 2 4 3] | dataframe to-df);
let indices = ([0 2] | dataframe to-df);
$series | dataframe set-with-idx 6 -i $indices"#,
result: Some(vec![NuDataFrame::try_from_columns(
vec![Column::new(
"0".to_string(),
vec![
UntaggedValue::int(6).into(),
UntaggedValue::int(1).into(),
UntaggedValue::int(6).into(),
UntaggedValue::int(2).into(),
UntaggedValue::int(4).into(),
UntaggedValue::int(3).into(),
],
)],
&Span::default(),
)
.expect("simple df for test should not fail")
.into_value(Tag::default())]),
}]
}
}
fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
let tag = args.call_info.name_tag.clone();
let value: Value = args.req(0)?;
let indices: Value = args.req_named("indices")?;
let indices = match &indices.value {
UntaggedValue::DataFrame(df) => Ok(df),
_ => Err(ShellError::labeled_error(
"Incorrect type",
"can only use a series for set command",
value.tag.span,
)),
}?;
let indices = indices.as_series(&value.tag.span)?;
let casted = match indices.dtype() {
DataType::UInt32 | DataType::UInt64 | DataType::Int32 | DataType::Int64 => indices
.as_ref()
.cast(&DataType::UInt32)
.map_err(|e| parse_polars_error::<&str>(&e, &value.tag.span, None)),
_ => Err(ShellError::labeled_error_with_secondary(
"Incorrect type",
"Series with incorrect type",
&value.tag.span,
"Consider using a Series with type int type",
&value.tag.span,
)),
}?;
let indices = casted
.u32()
.map_err(|e| parse_polars_error::<&str>(&e, &value.tag.span, None))?
.into_iter()
.filter_map(|val| val.map(|v| v as usize));
let (df, df_tag) = NuDataFrame::try_from_stream(&mut args.input, &tag.span)?;
let series = df.as_series(&df_tag.span)?;
match &value.value {
UntaggedValue::Primitive(Primitive::Int(val)) => {
let chunked = series.i64().map_err(|e| {
parse_polars_error::<&str>(
&e,
&value.tag.span,
Some("The value has to match the set value type"),
)
})?;
let res = chunked
.set_at_idx(indices, Some(*val))
.map_err(|e| parse_polars_error::<&str>(&e, &value.tag.span, None))?;
let df = NuDataFrame::try_from_series(vec![res.into_series()], &tag.span)?;
Ok(OutputStream::one(df.into_value(df_tag)))
}
UntaggedValue::Primitive(Primitive::Decimal(val)) => {
let chunked = series.as_ref().f64().map_err(|e| {
parse_polars_error::<&str>(
&e,
&value.tag.span,
Some("The value has to match the series type"),
)
})?;
let res = chunked
.set_at_idx(
indices,
Some(
val.to_f64()
.expect("internal error: expected f64-compatible decimal"),
),
)
.map_err(|e| parse_polars_error::<&str>(&e, &value.tag.span, None))?;
let df = NuDataFrame::try_from_series(vec![res.into_series()], &tag.span)?;
Ok(OutputStream::one(df.into_value(df_tag)))
}
UntaggedValue::Primitive(Primitive::String(val)) => {
let chunked = series.as_ref().utf8().map_err(|e| {
parse_polars_error::<&str>(
&e,
&value.tag.span,
Some("The value has to match the series type"),
)
})?;
let res = chunked
.set_at_idx(indices, Some(val.as_ref()))
.map_err(|e| parse_polars_error::<&str>(&e, &value.tag.span, None))?;
let mut res = res.into_series();
res.rename("string");
let df = NuDataFrame::try_from_series(vec![res.into_series()], &tag.span)?;
Ok(OutputStream::one(df.into_value(df_tag)))
}
_ => Err(ShellError::labeled_error(
"Incorrect type",
format!(
"this value cannot be set in a series of type '{}'",
series.as_ref().dtype()
),
value.tag.span,
)),
}
}
#[cfg(test)]
mod tests {
use super::DataFrame;
use super::ShellError;
#[test]
fn examples_work_as_expected() -> Result<(), ShellError> {
use crate::examples::test_dataframe as test_examples;
test_examples(DataFrame {})
}
}

View File

@ -1,45 +0,0 @@
use crate::prelude::*;
use nu_engine::WholeStreamCommand;
use nu_errors::ShellError;
use nu_protocol::{dataframe::NuDataFrame, Signature, SyntaxShape};
use nu_source::Tagged;
pub struct DataFrame;
impl WholeStreamCommand for DataFrame {
fn name(&self) -> &str {
"dataframe shift"
}
fn usage(&self) -> &str {
"[Series] Shifts the values by a given period"
}
fn signature(&self) -> Signature {
Signature::build("dataframe unique").required("period", SyntaxShape::Int, "shift period")
}
fn run(&self, args: CommandArgs) -> Result<OutputStream, ShellError> {
command(args)
}
fn examples(&self) -> Vec<Example> {
vec![Example {
description: "Shifts the values by a given period",
example: "[1 2 2 3 3] | dataframe to-df | dataframe shift 2",
result: None,
}]
}
}
fn command(mut args: CommandArgs) -> Result<OutputStream, ShellError> {
let tag = args.call_info.name_tag.clone();
let period: Tagged<i64> = args.req(0)?;
let (df, df_tag) = NuDataFrame::try_from_stream(&mut args.input, &tag.span)?;
let res = df.as_series(&df_tag.span)?.shift(period.item);
let df = NuDataFrame::try_from_series(vec![res], &tag.span)?;
Ok(OutputStream::one(df.into_value(df_tag)))
}

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