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// DATA.rs
// by Lut99
//
// Created:
// 26 Aug 2022, 15:53:28
// Last edited:
// 31 Jan 2024, 11:28:56
// Auto updated?
// Yes
//
// Description:
//! Defines project-wide structs and interfaces for dealing with data
//! registries and datasets.
//
use std::collections::HashMap;
use std::error::Error;
use std::fmt::{Display, Formatter, Result as FResult};
use std::fs::File;
use std::io::{Read, Write};
use std::path::{Path, PathBuf};
use chrono::{DateTime, Utc};
use enum_debug::EnumDebug;
use serde::{Deserialize, Serialize};
/***** ERRORS *****/
/// Defines (parsing) errors that relate to the DataIndex struct.
#[derive(Debug)]
pub enum DataIndexError {
/// Failed to open the given file.
FileOpenError { path: PathBuf, err: std::io::Error },
/// Failed to read/parse the given file.
FileParseError { path: PathBuf, err: serde_yaml::Error },
/// Failed to parse the given reader.
ReaderParseError { err: serde_yaml::Error },
/// A given asset has appeared multiple times.
DuplicateAsset { location: String, name: String },
}
impl Display for DataIndexError {
#[inline]
fn fmt(&self, f: &mut Formatter<'_>) -> FResult {
use DataIndexError::*;
match self {
FileOpenError { path, err } => write!(f, "Failed to open data index file '{}': {}", path.display(), err),
FileParseError { path, err } => write!(f, "Failed to parse data index file '{}': {}", path.display(), err),
ReaderParseError { err } => write!(f, "Failed to parse given reader as a data index file: {err}"),
DuplicateAsset { location, name } => write!(f, "Location '{location}' defines an asset with identifier '{name}' more than once"),
}
}
}
impl Error for DataIndexError {}
/// Defines errors that relate to the RuntimeDataIndex struct.
#[derive(Debug)]
pub enum RuntimeDataIndexError {
/// A dataset was already known under this name.
DuplicateDataset { name: String },
}
impl Display for RuntimeDataIndexError {
#[inline]
fn fmt(&self, f: &mut Formatter<'_>) -> FResult {
use RuntimeDataIndexError::*;
match self {
DuplicateDataset { name } => write!(f, "A dataset under the name of '{name}' was already defined"),
}
}
}
impl Error for RuntimeDataIndexError {}
/// Defines (parsing) errors that relate to the DataInfo struct.
#[derive(Debug)]
pub enum DataInfoError {
/// Failed to open the given file.
FileOpenError { path: PathBuf, err: std::io::Error },
/// Failed to read/parse the given file.
FileParseError { path: PathBuf, err: serde_yaml::Error },
/// Failed to create the given file.
FileCreateError { path: PathBuf, err: std::io::Error },
/// Failed to write to the given file.
FileWriteError { path: PathBuf, err: serde_yaml::Error },
/// Failed to parse the given reader.
ReaderParseError { err: serde_yaml::Error },
/// Failed to write to the given writer.
WriterWriteError { err: serde_yaml::Error },
}
impl Display for DataInfoError {
#[inline]
fn fmt(&self, f: &mut Formatter<'_>) -> FResult {
use DataInfoError::*;
match self {
FileOpenError { path, err } => write!(f, "Failed to open data info file '{}': {}", path.display(), err),
FileParseError { path, err } => write!(f, "Failed to parse data info file '{}': {}", path.display(), err),
FileCreateError { path, err } => write!(f, "Failed to create data info file '{}': {}", path.display(), err),
FileWriteError { path, err } => write!(f, "Failed to write to data info file '{}': {}", path.display(), err),
ReaderParseError { err } => write!(f, "Failed to parse given reader as a data info file: {err}"),
WriterWriteError { err } => write!(f, "Failed to write the data info file to given writer: {err}"),
}
}
}
impl Error for DataInfoError {}
/// Defines (parsing) errors that relate to the AssetInfo struct.
#[derive(Debug)]
pub enum AssetInfoError {
/// Failed to open the given file.
FileOpenError { path: PathBuf, err: std::io::Error },
/// Failed to read/parse the given file.
FileParseError { path: PathBuf, err: serde_yaml::Error },
/// Failed to parse the given reader.
ReaderParseError { err: serde_yaml::Error },
}
impl Display for AssetInfoError {
#[inline]
fn fmt(&self, f: &mut Formatter<'_>) -> FResult {
use AssetInfoError::*;
match self {
FileOpenError { path, err } => write!(f, "Failed to open asset info file '{}': {}", path.display(), err),
FileParseError { path, err } => write!(f, "Failed to parse asset info file '{}': {}", path.display(), err),
ReaderParseError { err } => write!(f, "Failed to parse given reader as a asset info file: {err}"),
}
}
}
impl Error for AssetInfoError {}
// /***** HELPER STRUCTS *****/
// /// Defines a more general DataInfo used in the DataIndex.
// #[derive(Clone, Debug, Deserialize, Serialize)]
// struct DataIndexInfo {
// /// Maps all locations that advertise this info to the AccessKind in that locations.
// locations : HashMap<String, AccessKind>,
// }
// impl DataIndexInfo {
// /// Constructor for the DataIndexInfo that creates it from a location and a DataInfo.
// ///
// /// # Generic arguments
// /// - `S`: The String-like type of the `loc`ation.
// ///
// /// # Arguments
// /// - `loc`: The location that advertises being able to access the DataInfo.
// /// - `info`: The DataInfo.
// ///
// /// # Returns
// /// A new DataIndexInfo with only this DataInfo.
// #[inline]
// fn from_info<S: Into<String>>(loc: S, info: DataInfo) -> Self {
// Self {
// locations : HashMap::from([ (loc.into(), info.kind) ]),
// }
// }
// /// 'Casts' the DataIndexInfo to a DataInfo. All that it requires is the identifier of the DataInfo.
// ///
// /// # Generic arguments
// /// - `S1`: The String-like type of the `name`.
// /// - `S2`: The &str-like type of the `loc`ation.
// ///
// /// # Arguments
// /// - `name`: The name of the dataset that we refer to here.
// /// - `loc`: The location of which to grab the AccessKind.
// ///
// /// # Returns
// /// A new DataInfo instance that refers the same DataIndexInfo as this one.
// #[inline]
// fn as_info<S1: Into<String>, S2: AsRef<str>>(&self, name: S1, loc: S2) -> DataInfo {
// DataInfo {
// name : name.into(),
// kind : self.locations.get(loc.as_ref()).unwrap_or_else(|| panic!("DataInfo '{}' is not advertised by location '{}'", name.into(), loc.as_ref())).clone(),
// }
// }
// }
/***** LIBRARY *****/
/// Placeholder for the Location's type.
pub type Location = String;
/// Defines an enum that represents either a Data or an IntermediateResult.
#[derive(Clone, Debug, Deserialize, EnumDebug, Eq, Hash, PartialEq, Serialize)]
pub enum DataName {
/// It's referring a dataset
Data(String),
/// It's referring to an intermediate result
IntermediateResult(String),
}
impl DataName {
/// Returns whether this is a dataset.
#[inline]
pub fn is_data(&self) -> bool { matches!(self, Self::Data(_)) }
/// Returns whether this is a result.
#[inline]
pub fn is_intermediate_result(&self) -> bool { matches!(self, Self::IntermediateResult(_)) }
/// Returns a reference to the name in this DataName.
#[inline]
pub fn name(&self) -> &str {
use DataName::*;
match self {
Data(name) | IntermediateResult(name) => name.as_str(),
}
}
/// Consumes this DataName and returns the inner name.
#[inline]
pub fn into_name(self) -> String {
use DataName::*;
match self {
Data(name) | IntermediateResult(name) => name,
}
}
}
impl Display for DataName {
fn fmt(&self, f: &mut Formatter<'_>) -> FResult {
use DataName::*;
match self {
Data(name) => write!(f, "Data<{name}>"),
IntermediateResult(name) => write!(f, "IntermediateResult<{name}>"),
}
}
}
/// Defines whether a dataset is accessible locally or remotely (and thus needs to be transferred first).
#[derive(Clone, Debug, Deserialize, Serialize)]
#[serde(tag = "kind", rename_all = "lowercase")]
pub enum AvailabilityKind {
/// The file is locally available and ready for usage.
Available {
#[serde(rename = "h")]
how: AccessKind,
},
/// The file needs to be preprocessed first (probably transferred).
Unavailable {
#[serde(rename = "h")]
how: PreprocessKind,
},
}
impl AvailabilityKind {
/// Returns if this AvailabilityKind is an `AvailabilityKind::Available`.
#[inline]
pub fn is_available(&self) -> bool { matches!(self, Self::Available { .. }) }
/// Returns if this AvailabilityKind is an `AvailabilityKind::Unvailable`.
#[inline]
pub fn is_unavailable(&self) -> bool { matches!(self, Self::Unavailable { .. }) }
/// Returns the internal AccessKind is this AvailabilityKind is `AvailabilityKind::Available`.
///
/// # Panics
/// This function panics if it is not `AvailabilityKind::Available`.
#[inline]
pub fn into_access(self) -> AccessKind {
if let Self::Available { how: access } = self {
access
} else {
panic!("Cannot call `AvailabilityKind::into_access()` on non-AvailabilityKind::Available");
}
}
/// Returns the internal PreprocessKind is this AvailabilityKind is `AvailabilityKind::Unavailable`.
///
/// # Panics
/// This function panics if it is not `AvailabilityKind::Unavailable`.
#[inline]
pub fn into_preprocess(self) -> PreprocessKind {
if let Self::Unavailable { how: preprocess } = self {
preprocess
} else {
panic!("Cannot call `AvailabilityKind::into_preprocess()` on non-AvailabilityKind::Unavailable");
}
}
}
/// Defines possible ways of accessing datasets.
#[derive(Clone, Debug, Deserialize, Serialize)]
#[serde(rename_all = "lowercase")]
pub enum AccessKind {
/// Simply by file and thus path (namely, the given).
File {
/// The path to the file itself.
path: PathBuf,
},
}
/// Defines possible ways of downloading datasets to make them locally available.
#[derive(Clone, Debug, Deserialize, Serialize)]
#[serde(tag = "kind", rename_all = "lowercase")]
pub enum PreprocessKind {
/// By a `brane-reg` service, downloading as a tar file and then extracting.
TransferRegistryTar {
/// The location where the address is from.
location: Location,
/// The name of the dataset that we aim to retrieve.
dataname: DataName,
},
}
/// Defines an index of all datasets known to the instance.
#[derive(Clone, Debug, Deserialize, Serialize)]
pub struct DataIndex {
/// Stores the list of all DataInfos per dataset identifier.
index: HashMap<String, DataInfo>,
}
impl DataIndex {
/// Constructor for the DataIndex that reads it from the given path.
///
/// # Generic arguments
/// - `P`: The &Path-like type of the `path`.
///
/// # Arguments
/// - `path`: The path from which we will read the DataIndex.
///
/// # Returns
/// A new DataIndex instance with the datasets stored in the file.
///
/// # Errors
/// This function errors if we could not read or parse the file.
pub fn from_path<P: AsRef<Path>>(path: P) -> Result<Self, DataIndexError> {
let path: &Path = path.as_ref();
// Open the file
let handle: File = match File::open(path) {
Ok(handle) => handle,
Err(err) => {
return Err(DataIndexError::FileOpenError { path: path.into(), err });
},
};
// Pass to the reader for the heavy lifting
match Self::from_reader(handle) {
Ok(res) => Ok(res),
Err(DataIndexError::ReaderParseError { err }) => Err(DataIndexError::FileParseError { path: path.into(), err }),
Err(err) => Err(err),
}
}
/// Constructor for the DataIndex that reads it from the given reader.
///
/// # Generic arguments
/// - `R`: The Read-enabled type of the `reader`.
///
/// # Arguments
/// - `reader`: The reader from which we will read the DataIndex.
///
/// # Returns
/// A new DataIndex instance with the datasets stored in the reader.
///
/// # Errors
/// This function errors if we could not read or parse the reader.
#[inline]
pub fn from_reader<R: Read>(reader: R) -> Result<Self, DataIndexError> {
match serde_yaml::from_reader(reader) {
Ok(res) => Ok(res),
Err(err) => Err(DataIndexError::ReaderParseError { err }),
}
}
/// Constructor for the DataIndex that creates it from a list of DataInfos.
///
/// # Arguments
/// - `infos`: The DataInfos on which to base this index.
///
/// # Returns
/// A new DataIndex instance with the datasets stored in each of the given infos.
///
/// # Errors
/// This function errors if there were namespace conflicts and such.
#[inline]
pub fn from_infos(infos: Vec<DataInfo>) -> Result<Self, DataIndexError> {
// Merge all datainfo's with the same name into one
let mut index: HashMap<String, DataInfo> = HashMap::with_capacity(infos.len());
for info in infos {
// If it already exists, attempt to merge the locations
if let Some(einfo) = index.get_mut(&info.name) {
einfo.access.reserve(info.access.len());
for (l, a) in info.access {
if einfo.access.contains_key(&l) {
return Err(DataIndexError::DuplicateAsset { location: l, name: info.name });
}
einfo.access.insert(l, a);
}
break;
}
// Otherwise, add it as a new info
index.insert(info.name.clone(), info);
}
// Alright, store them in a single location.
Ok(Self { index })
}
/// Returns a DataInfo that describes all locations that advertise the given dataset and how to access it per-location.
///
/// # Generic arguments
/// - `S`: The String-like type of the `name`.
///
/// # Arguments
/// - `name`: The dataset identifier to search for.
///
/// # Returns
/// A DataInfo struct that represents this data asset.
#[inline]
pub fn get<S: AsRef<str>>(&self, name: S) -> Option<&DataInfo> { self.index.get(name.as_ref()) }
/// Returns an iterator over the internal DataIndices.
#[inline]
pub fn iter(&self) -> impl Iterator<Item = &DataInfo> { self.into_iter() }
/// Returns a(n) (mutable) iterator over the internal DataIndices.
#[inline]
pub fn iter_mut(&mut self) -> impl Iterator<Item = &mut DataInfo> { self.into_iter() }
}
impl IntoIterator for DataIndex {
type IntoIter = std::collections::hash_map::IntoValues<String, DataInfo>;
type Item = DataInfo;
fn into_iter(self) -> Self::IntoIter { self.index.into_values() }
}
impl<'a> IntoIterator for &'a DataIndex {
type IntoIter = std::collections::hash_map::Values<'a, String, DataInfo>;
type Item = &'a DataInfo;
fn into_iter(self) -> Self::IntoIter { self.index.values() }
}
impl<'a> IntoIterator for &'a mut DataIndex {
type IntoIter = std::collections::hash_map::ValuesMut<'a, String, DataInfo>;
type Item = &'a mut DataInfo;
fn into_iter(self) -> Self::IntoIter { self.index.values_mut() }
}
/// Defines a structure similar to the data index, except that it is used at runtime when locations have been resolved.
#[derive(Clone, Debug)]
pub struct RuntimeDataIndex {
/// Maps locally available results and datasets (by identifier) to how to access them.
local_data: HashMap<String, AccessKind>,
/// Maps externally available results and datasets (by identifier) to where to get them if needed.
remote_data: HashMap<String, PreprocessKind>,
}
impl RuntimeDataIndex {
/// Constructor for the RuntimeDataIndex that initializes it to empty. It is up to the planner to populate it.
///
/// # Returns
/// A new RuntimeDataIndex instance.
#[inline]
pub fn new() -> Self { Self { local_data: HashMap::new(), remote_data: HashMap::new() } }
/// Adds a new dataset as a _local_ dataset.
///
/// # Arguments
/// - `name`: The name/identifier of the dataset to add.
/// - `access`: The method of accessing this dataset. It should be available immediately by the tasks after this is passed.
///
/// # Errors
/// This function may error if this dataset causes a naming conflict.
pub fn add_local(&mut self, name: impl Into<String>, access: AccessKind) -> Result<(), RuntimeDataIndexError> {
let name: String = name.into();
if self.local_data.insert(name.clone(), access).is_none() { Ok(()) } else { Err(RuntimeDataIndexError::DuplicateDataset { name }) }
}
/// Adds a new dataset as a _remote_ dataset.
///
/// # Arguments
/// - `name`: The name/identifier of the dataset to add.
/// - `transfer`: The method of transferring this dataset.
///
/// # Errors
/// This function may error if this dataset causes a naming conflict.
pub fn add_remote(&mut self, name: impl Into<String>, transfer: PreprocessKind) -> Result<(), RuntimeDataIndexError> {
let name: String = name.into();
if self.remote_data.insert(name.clone(), transfer).is_none() { Ok(()) } else { Err(RuntimeDataIndexError::DuplicateDataset { name }) }
}
/// Returns whether the given dataset is locally accessible or not.
///
/// # Arguments
/// - `name`: The name/identifier of the dataset to check.
///
/// # Returns
/// `true` if is locally available, `false` if it is not, and `None` if we don't even know where to get it.
pub fn is_local(&self, name: impl AsRef<str>) -> Option<bool> {
let name: &str = name.as_ref();
if self.local_data.contains_key(name) {
Some(true)
} else if self.remote_data.contains_key(name) {
Some(false)
} else {
None
}
}
/// Returns whether the given dataset is remotely accessible _only_ or not.
///
/// # Arguments
/// - `name`: The name/identifier of the dataset to check.
///
/// # Returns
/// `true` if is remotely available, `false` if it is locally available, and `None` if we don't even know where to get it.
#[inline]
pub fn is_remote(&self, name: impl AsRef<str>) -> Option<bool> { self.is_local(name).map(|b| !b) }
/// Returns the method of accessing the given dataset if it is local.
///
/// # Arguments
/// - `name`: The name/identifier of the dataset to query for.
///
/// # Returns
/// A reference to this dataset's AccessKind that describes how to access it. If, however, the dataset isn't locally available, it returns `None`.
#[inline]
pub fn local(&self, name: impl AsRef<str>) -> Option<&AccessKind> { self.local_data.get(name.as_ref()) }
/// Returns the method of transferring the given dataset to the local machine if it is remotely available.
///
/// # Arguments
/// - `name`: The name/identifier of the dataset to query for.
///
/// # Returns
/// A reference to this dataset's TransferKind that describes how to transfer it. If, however, the dataset isn't remotely available, it returns `None`.
#[inline]
pub fn remote(&self, name: impl AsRef<str>) -> Option<&PreprocessKind> { self.remote_data.get(name.as_ref()) }
}
impl Default for RuntimeDataIndex {
#[inline]
fn default() -> Self { Self::new() }
}
/// Defines a single DataInfo file that describes a dataset and how to access it.
#[derive(Clone, Debug, Deserialize, Serialize)]
pub struct DataInfo {
/// Defines the name (=identifier) of the DataInfo. Must be unique across the instance.
pub name: String,
/// The list of owners of this asset.
pub owners: Option<Vec<String>>,
/// A (short) description of the asset.
pub description: Option<String>,
/// The created timestamp of the asset.
pub created: DateTime<Utc>,
/// Defines how to access this DataInfo per location that advertises it.
pub access: HashMap<Location, AccessKind>,
}
impl DataInfo {
/// Constructor for the DataInfo that reads it from the given path.
///
/// # Generic arguments
/// - `P`: The &Path-like type of the `path`.
///
/// # Arguments
/// - `path`: The path from which we will read the DataInfo.
///
/// # Returns
/// A new DataInfo instance representing the asset described in the given file.
///
/// # Errors
/// This function errors if we could not read or parse the file.
pub fn from_path<P: AsRef<Path>>(path: P) -> Result<Self, DataInfoError> {
let path: &Path = path.as_ref();
// Open the file
let handle: File = match File::open(path) {
Ok(handle) => handle,
Err(err) => {
return Err(DataInfoError::FileOpenError { path: path.into(), err });
},
};
// Pass to the reader for the heavy lifting
match Self::from_reader(handle) {
Ok(res) => Ok(res),
Err(DataInfoError::ReaderParseError { err }) => Err(DataInfoError::FileParseError { path: path.into(), err }),
Err(err) => Err(err),
}
}
/// Constructor for the DataInfo that reads it from the given reader.
///
/// # Generic arguments
/// - `R`: The Read-enabled type of the `reader`.
///
/// # Arguments
/// - `reader`: The reader from which we will read the DataInfo.
///
/// # Returns
/// A new DataInfo instance representing the asset described in the given reader.
///
/// # Errors
/// This function errors if we could not read or parse the reader.
#[inline]
pub fn from_reader<R: Read>(reader: R) -> Result<Self, DataInfoError> {
match serde_yaml::from_reader(reader) {
Ok(res) => Ok(res),
Err(err) => Err(DataInfoError::ReaderParseError { err }),
}
}
/// Writes the DataInfo to the given path.
///
/// # Arguments
/// - `path`: The path to write the DataInfo to.
///
/// # Returns
/// Nothing, but does write a new file at the given path.
///
/// # Errors
/// This function errors if we could not create or write to the new file.
pub fn to_path(&self, path: impl AsRef<Path>) -> Result<(), DataInfoError> {
// Open the file
let handle: File = match File::create(path.as_ref()) {
Ok(handle) => handle,
Err(err) => {
return Err(DataInfoError::FileCreateError { path: path.as_ref().into(), err });
},
};
// Do the rest by virtue of `DataInfo::to_writer()`
match self.to_writer(handle) {
Ok(_) => Ok(()),
Err(DataInfoError::WriterWriteError { err }) => Err(DataInfoError::FileWriteError { path: path.as_ref().into(), err }),
Err(err) => Err(err),
}
}
/// Writes the DataInfo to the given writer.
///
/// # Arguments
/// - `writer` The Writer to write the DataInfo to.
///
/// # Returns
/// Nothing, but does write the DataInfo to the given writer.
///
/// # Errors
/// This function errors if we could not write to the given writer.
#[inline]
pub fn to_writer(&self, writer: impl Write) -> Result<(), DataInfoError> {
match serde_yaml::to_writer(writer, self) {
Ok(_) => Ok(()),
Err(err) => Err(DataInfoError::WriterWriteError { err }),
}
}
}
/// Defines a single AssetInfo file that describes a dataset but for a user-facing user.
#[derive(Clone, Debug, Deserialize, Serialize)]
pub struct AssetInfo {
/// Defines the name (=identifier) of the AssetInfo. Must be unique across the instance.
pub name: String,
/// The list of owners of this asset. This is not the domains, but rather the physical people who added it and such.
pub owners: Option<Vec<String>>,
/// A (short) description of the asset.
pub description: Option<String>,
/// The created timestamp of the asset.
#[serde(skip)]
pub created: DateTime<Utc>,
/// Defines the way how to access & distribute this asset to containers.
pub access: AccessKind,
}
impl AssetInfo {
/// Constructor for the AssetInfo that reads it from the given path.
///
/// # Arguments
/// - `path`: The path from which we will read the AssetInfo.
///
/// # Returns
/// A new AssetInfo instance representing the asset described in the given file.
///
/// # Errors
/// This function errors if we could not read or parse the file.
pub fn from_path(path: impl AsRef<Path>) -> Result<Self, AssetInfoError> {
let path: &Path = path.as_ref();
// Open the file
let handle: File = match File::open(path) {
Ok(handle) => handle,
Err(err) => {
return Err(AssetInfoError::FileOpenError { path: path.into(), err });
},
};
// Pass to the reader for the heavy lifting
match Self::from_reader(handle) {
Ok(res) => Ok(res),
Err(AssetInfoError::ReaderParseError { err }) => Err(AssetInfoError::FileParseError { path: path.into(), err }),
Err(err) => Err(err),
}
}
/// Constructor for the AssetInfo that reads it from the given reader.
///
/// # Generic arguments
/// - `R`: The read-capable type to read from.
///
/// # Arguments
/// - `reader`: The reader from which we will read the AssetInfo.
///
/// # Returns
/// A new AssetInfo instance representing the asset described in the given reader.
///
/// # Errors
/// This function errors if we could not read or parse the reader.
#[inline]
pub fn from_reader<R: Read>(reader: R) -> Result<Self, AssetInfoError> {
match serde_yaml::from_reader::<R, Self>(reader) {
Ok(res) => Ok(res),
Err(err) => Err(AssetInfoError::ReaderParseError { err }),
}
}
/// Converts this AssetInfo into a DataInfo under the given domain.
///
/// # Arguments
/// - `location`: The name of the location where this AssetInfo came from.
///
/// # Returns
/// A new DataInfo instance that contains the same information as this AssetInfo but ordered differently.
#[inline]
pub fn into_data_info(self, location: impl Into<String>) -> DataInfo {
DataInfo {
name: self.name,
owners: self.owners,
description: self.description,
created: self.created,
access: HashMap::from([(location.into(), self.access)]),
}
}
}
impl From<AssetInfo> for DataInfo {
#[inline]
fn from(value: AssetInfo) -> Self {
Self {
name: value.name,
owners: value.owners,
description: value.description,
created: value.created,
access: HashMap::from([("localhost".into(), value.access)]),
}
}
}