solana_bigtable_connection/

bigtable.rs

// Primitives for reading/writing BigTable tables

use {
    crate::{
        access_token::{AccessToken, Scope},
        compression::{compress_best, decompress},
        root_ca_certificate, CredentialType,
    },
    backoff::{future::retry, ExponentialBackoff},
    log::*,
    std::{
        str::FromStr,
        time::{Duration, Instant},
    },
    thiserror::Error,
    tonic::{
        codegen::InterceptedService, transport::ClientTlsConfig, Request,
        Status,
    },
};

mod google {
    mod rpc {
        include!(concat!(
            env!("CARGO_MANIFEST_DIR"),
            concat!("/proto/google.rpc.rs")
        ));
    }
    pub mod bigtable {
        pub mod v2 {
            include!(concat!(
                env!("CARGO_MANIFEST_DIR"),
                concat!("/proto/google.bigtable.v2.rs")
            ));
        }
    }
}
use google::bigtable::v2::*;

pub type RowKey = String;
pub type RowData = Vec<(CellName, CellValue)>;
pub type RowDataSlice<'a> = &'a [(CellName, CellValue)];
pub type CellName = String;
pub type CellValue = Vec<u8>;
pub enum CellData<B, P> {
    Bincode(B),
    Protobuf(P),
}

#[derive(Debug, Error)]
pub enum Error {
    #[error("AccessToken: {0}")]
    AccessToken(String),

    #[error("Certificate: {0}")]
    Certificate(String),

    #[error("I/O: {0}")]
    Io(std::io::Error),

    #[error("Transport: {0}")]
    Transport(tonic::transport::Error),

    #[error("Invalid URI {0}: {1}")]
    InvalidUri(String, String),

    #[error("Row not found")]
    RowNotFound,

    #[error("Row write failed")]
    RowWriteFailed,

    #[error("Row delete failed")]
    RowDeleteFailed,

    #[error("Object not found: {0}")]
    ObjectNotFound(String),

    #[error("Object is corrupt: {0}")]
    ObjectCorrupt(String),

    #[error("RPC: {0}")]
    Rpc(tonic::Status),

    #[error("Timeout")]
    Timeout,
}

impl std::convert::From<std::io::Error> for Error {
    fn from(err: std::io::Error) -> Self {
        Self::Io(err)
    }
}

impl std::convert::From<tonic::transport::Error> for Error {
    fn from(err: tonic::transport::Error) -> Self {
        Self::Transport(err)
    }
}

impl std::convert::From<tonic::Status> for Error {
    fn from(err: tonic::Status) -> Self {
        Self::Rpc(err)
    }
}

pub type Result<T> = std::result::Result<T, Error>;
type InterceptedRequestResult = std::result::Result<Request<()>, Status>;

#[derive(Clone)]
pub struct BigTableConnection {
    access_token: Option<AccessToken>,
    channel: tonic::transport::Channel,
    table_prefix: String,
    app_profile_id: String,
    timeout: Option<Duration>,
}

impl BigTableConnection {
    /// Establish a connection to the BigTable instance named `instance_name`.  If read-only access
    /// is required, the `read_only` flag should be used to reduce the requested OAuth2 scope.
    ///
    /// The GOOGLE_APPLICATION_CREDENTIALS environment variable will be used to determine the
    /// program name that contains the BigTable instance in addition to access credentials.
    ///
    /// The BIGTABLE_EMULATOR_HOST environment variable is also respected.
    ///
    /// The BIGTABLE_PROXY environment variable is used to configure the gRPC connection through a
    /// forward proxy (see HTTP_PROXY).
    ///
    pub async fn new(
        instance_name: &str,
        app_profile_id: &str,
        read_only: bool,
        timeout: Option<Duration>,
        credential_type: CredentialType,
    ) -> Result<Self> {
        match std::env::var("BIGTABLE_EMULATOR_HOST") {
            Ok(endpoint) => {
                info!("Connecting to bigtable emulator at {}", endpoint);

                Ok(Self {
                    access_token: None,
                    channel: tonic::transport::Channel::from_shared(format!("http://{}", endpoint))
                        .map_err(|err| Error::InvalidUri(endpoint, err.to_string()))?
                        .connect_lazy(),
                    table_prefix: format!("projects/emulator/instances/{}/tables/", instance_name),
                    app_profile_id: app_profile_id.to_string(),
                    timeout,
                })
            }

            Err(_) => {
                let access_token = AccessToken::new(
                    if read_only {
                        Scope::BigTableDataReadOnly
                    } else {
                        Scope::BigTableData
                    },
                    credential_type,
                )
                .await
                .map_err(Error::AccessToken)?;

                let table_prefix = format!(
                    "projects/{}/instances/{}/tables/",
                    access_token.project(),
                    instance_name
                );

                let endpoint = {
                    let endpoint =
                        tonic::transport::Channel::from_static("https://bigtable.googleapis.com")
                            .tls_config(
                            ClientTlsConfig::new()
                                .ca_certificate(
                                    root_ca_certificate::load().map_err(Error::Certificate)?,
                                )
                                .domain_name("bigtable.googleapis.com"),
                        )?;

                    if let Some(timeout) = timeout {
                        endpoint.timeout(timeout)
                    } else {
                        endpoint
                    }
                };

                let mut http = hyper::client::HttpConnector::new();
                http.enforce_http(false);
                let channel = match std::env::var("BIGTABLE_PROXY") {
                    Ok(proxy_uri) => {
                        let proxy = hyper_proxy::Proxy::new(
                            hyper_proxy::Intercept::All,
                            proxy_uri
                                .parse::<http::Uri>()
                                .map_err(|err| Error::InvalidUri(proxy_uri, err.to_string()))?,
                        );
                        let mut proxy_connector =
                            hyper_proxy::ProxyConnector::from_proxy(http, proxy)?;
                        // tonic handles TLS as a separate layer
                        proxy_connector.set_tls(None);
                        endpoint.connect_with_connector_lazy(proxy_connector)
                    }
                    _ => endpoint.connect_with_connector_lazy(http),
                };

                Ok(Self {
                    access_token: Some(access_token),
                    channel,
                    table_prefix,
                    app_profile_id: app_profile_id.to_string(),
                    timeout,
                })
            }
        }
    }

    /// Create a new BigTable client.
    ///
    /// Clients require `&mut self`, due to `Tonic::transport::Channel` limitations, however
    /// creating new clients is cheap and thus can be used as a work around for ease of use.
    pub fn client(&self) -> BigTable<impl FnMut(Request<()>) -> InterceptedRequestResult> {
        let access_token = self.access_token.clone();
        let client = bigtable_client::BigtableClient::with_interceptor(
            self.channel.clone(),
            move |mut req: Request<()>| {
                if let Some(access_token) = &access_token {
                    match FromStr::from_str(&access_token.get()) {
                        Ok(authorization_header) => {
                            req.metadata_mut()
                                .insert("authorization", authorization_header);
                        }
                        Err(err) => {
                            warn!("Failed to set authorization header: {}", err);
                        }
                    }
                }
                Ok(req)
            },
        );
        BigTable {
            access_token: self.access_token.clone(),
            client,
            table_prefix: self.table_prefix.clone(),
            app_profile_id: self.app_profile_id.clone(),
            timeout: self.timeout,
        }
    }

    pub async fn put_bincode_cells_with_retry<T>(
        &self,
        table: &str,
        cells: &[(RowKey, T)],
        overwrite: bool,
    ) -> Result<usize>
    where
        T: serde::ser::Serialize,
    {
        retry(ExponentialBackoff::default(), || async {
            let mut client = self.client();
            Ok(client.put_bincode_cells(table, cells, overwrite).await?)
        })
        .await
    }

    pub async fn delete_rows_with_retry(&self, table: &str, row_keys: &[RowKey]) -> Result<()> {
        retry(ExponentialBackoff::default(), || async {
            let mut client = self.client();
            Ok(client.delete_rows(table, row_keys).await?)
        })
        .await
    }

    pub async fn get_bincode_cells_with_retry<T>(
        &self,
        table: &str,
        row_keys: &[RowKey],
    ) -> Result<Vec<(RowKey, Result<T>)>>
    where
        T: serde::de::DeserializeOwned,
    {
        retry(ExponentialBackoff::default(), || async {
            let mut client = self.client();
            Ok(client.get_bincode_cells(table, row_keys).await?)
        })
        .await
    }

    pub async fn put_protobuf_cells_with_retry<T>(
        &self,
        table: &str,
        cells: &[(RowKey, T)],
        overwrite: bool,
    ) -> Result<usize>
    where
        T: prost::Message,
    {
        retry(ExponentialBackoff::default(), || async {
            let mut client = self.client();
            Ok(client.put_protobuf_cells(table, cells, overwrite).await?)
        })
        .await
    }
}

pub struct BigTable<F: FnMut(Request<()>) -> InterceptedRequestResult> {
    access_token: Option<AccessToken>,
    client: bigtable_client::BigtableClient<InterceptedService<tonic::transport::Channel, F>>,
    table_prefix: String,
    app_profile_id: String,
    timeout: Option<Duration>,
}

impl<F: FnMut(Request<()>) -> InterceptedRequestResult> BigTable<F> {
    async fn decode_read_rows_response(
        &self,
        mut rrr: tonic::codec::Streaming<ReadRowsResponse>,
    ) -> Result<Vec<(RowKey, RowData)>> {
        let mut rows: Vec<(RowKey, RowData)> = vec![];

        let mut row_key = None;
        let mut row_data = vec![];

        let mut cell_name = None;
        let mut cell_timestamp = 0;
        let mut cell_value = vec![];
        let mut cell_version_ok = true;
        let started = Instant::now();

        while let Some(res) = rrr.message().await? {
            if let Some(timeout) = self.timeout {
                if Instant::now().duration_since(started) > timeout {
                    return Err(Error::Timeout);
                }
            }
            for (i, mut chunk) in res.chunks.into_iter().enumerate() {
                // The comments for `read_rows_response::CellChunk` provide essential details for
                // understanding how the below decoding works...
                trace!("chunk {}: {:?}", i, chunk);

                // Starting a new row?
                if !chunk.row_key.is_empty() {
                    row_key = String::from_utf8(chunk.row_key).ok(); // Require UTF-8 for row keys
                }

                // Starting a new cell?
                if let Some(qualifier) = chunk.qualifier {
                    if let Some(cell_name) = cell_name {
                        row_data.push((cell_name, cell_value));
                        cell_value = vec![];
                    }
                    cell_name = String::from_utf8(qualifier).ok(); // Require UTF-8 for cell names
                    cell_timestamp = chunk.timestamp_micros;
                    cell_version_ok = true;
                } else {
                    // Continuing the existing cell.  Check if this is the start of another version of the cell
                    if chunk.timestamp_micros != 0 {
                        if chunk.timestamp_micros < cell_timestamp {
                            cell_version_ok = false; // ignore older versions of the cell
                        } else {
                            // newer version of the cell, remove the older cell
                            cell_version_ok = true;
                            cell_value = vec![];
                            cell_timestamp = chunk.timestamp_micros;
                        }
                    }
                }
                if cell_version_ok {
                    cell_value.append(&mut chunk.value);
                }

                // End of a row?
                if chunk.row_status.is_some() {
                    if let Some(read_rows_response::cell_chunk::RowStatus::CommitRow(_)) =
                        chunk.row_status
                    {
                        if let Some(cell_name) = cell_name {
                            row_data.push((cell_name, cell_value));
                        }

                        if let Some(row_key) = row_key {
                            rows.push((row_key, row_data))
                        }
                    }

                    row_key = None;
                    row_data = vec![];
                    cell_value = vec![];
                    cell_name = None;
                }
            }
        }
        Ok(rows)
    }

    async fn refresh_access_token(&self) {
        if let Some(ref access_token) = self.access_token {
            access_token.refresh().await;
        }
    }

    /// Get `table` row keys in lexical order.
    ///
    /// If `start_at` is provided, the row key listing will start with key.
    /// Otherwise the listing will start from the start of the table.
    ///
    /// If `end_at` is provided, the row key listing will end at the key. Otherwise it will
    /// continue until the `rows_limit` is reached or the end of the table, whichever comes first.
    /// If `rows_limit` is zero, the listing will continue until the end of the table.
    pub async fn get_row_keys(
        &mut self,
        table_name: &str,
        start_at: Option<RowKey>,
        end_at: Option<RowKey>,
        rows_limit: i64,
    ) -> Result<Vec<RowKey>> {
        self.refresh_access_token().await;
        let response = self
            .client
            .read_rows(ReadRowsRequest {
                table_name: format!("{}{}", self.table_prefix, table_name),
                app_profile_id: self.app_profile_id.clone(),
                rows_limit,
                rows: Some(RowSet {
                    row_keys: vec![],
                    row_ranges: vec![RowRange {
                        start_key: start_at.map(|row_key| {
                            row_range::StartKey::StartKeyClosed(row_key.into_bytes())
                        }),
                        end_key: end_at
                            .map(|row_key| row_range::EndKey::EndKeyClosed(row_key.into_bytes())),
                    }],
                }),
                filter: Some(RowFilter {
                    filter: Some(row_filter::Filter::Chain(row_filter::Chain {
                        filters: vec![
                            RowFilter {
                                // Return minimal number of cells
                                filter: Some(row_filter::Filter::CellsPerRowLimitFilter(1)),
                            },
                            RowFilter {
                                // Only return the latest version of each cell
                                filter: Some(row_filter::Filter::CellsPerColumnLimitFilter(1)),
                            },
                            RowFilter {
                                // Strip the cell values
                                filter: Some(row_filter::Filter::StripValueTransformer(true)),
                            },
                        ],
                    })),
                }),
            })
            .await?
            .into_inner();

        let rows = self.decode_read_rows_response(response).await?;
        Ok(rows.into_iter().map(|r| r.0).collect())
    }

    /// Get latest data from `table`.
    ///
    /// All column families are accepted, and only the latest version of each column cell will be
    /// returned.
    ///
    /// If `start_at` is provided, the row key listing will start with key, or the next key in the
    /// table if the explicit key does not exist. Otherwise the listing will start from the start
    /// of the table.
    ///
    /// If `end_at` is provided, the row key listing will end at the key. Otherwise it will
    /// continue until the `rows_limit` is reached or the end of the table, whichever comes first.
    /// If `rows_limit` is zero, the listing will continue until the end of the table.
    pub async fn get_row_data(
        &mut self,
        table_name: &str,
        start_at: Option<RowKey>,
        end_at: Option<RowKey>,
        rows_limit: i64,
    ) -> Result<Vec<(RowKey, RowData)>> {
        self.refresh_access_token().await;

        let response = self
            .client
            .read_rows(ReadRowsRequest {
                table_name: format!("{}{}", self.table_prefix, table_name),
                app_profile_id: self.app_profile_id.clone(),
                rows_limit,
                rows: Some(RowSet {
                    row_keys: vec![],
                    row_ranges: vec![RowRange {
                        start_key: start_at.map(|row_key| {
                            row_range::StartKey::StartKeyClosed(row_key.into_bytes())
                        }),
                        end_key: end_at
                            .map(|row_key| row_range::EndKey::EndKeyClosed(row_key.into_bytes())),
                    }],
                }),
                filter: Some(RowFilter {
                    // Only return the latest version of each cell
                    filter: Some(row_filter::Filter::CellsPerColumnLimitFilter(1)),
                }),
            })
            .await?
            .into_inner();

        self.decode_read_rows_response(response).await
    }

    /// Get latest data from multiple rows of `table`, if those rows exist.
    pub async fn get_multi_row_data(
        &mut self,
        table_name: &str,
        row_keys: &[RowKey],
    ) -> Result<Vec<(RowKey, RowData)>> {
        self.refresh_access_token().await;

        let response = self
            .client
            .read_rows(ReadRowsRequest {
                table_name: format!("{}{}", self.table_prefix, table_name),
                app_profile_id: self.app_profile_id.clone(),
                rows_limit: 0, // return all keys
                rows: Some(RowSet {
                    row_keys: row_keys
                        .iter()
                        .map(|k| k.as_bytes().to_vec())
                        .collect::<Vec<_>>(),
                    row_ranges: vec![],
                }),
                filter: Some(RowFilter {
                    // Only return the latest version of each cell
                    filter: Some(row_filter::Filter::CellsPerColumnLimitFilter(1)),
                }),
            })
            .await?
            .into_inner();

        self.decode_read_rows_response(response).await
    }

    /// Get latest data from a single row of `table`, if that row exists. Returns an error if that
    /// row does not exist.
    ///
    /// All column families are accepted, and only the latest version of each column cell will be
    /// returned.
    pub async fn get_single_row_data(
        &mut self,
        table_name: &str,
        row_key: RowKey,
    ) -> Result<RowData> {
        self.refresh_access_token().await;

        let response = self
            .client
            .read_rows(ReadRowsRequest {
                table_name: format!("{}{}", self.table_prefix, table_name),
                app_profile_id: self.app_profile_id.clone(),
                rows_limit: 1,
                rows: Some(RowSet {
                    row_keys: vec![row_key.into_bytes()],
                    row_ranges: vec![],
                }),
                filter: Some(RowFilter {
                    // Only return the latest version of each cell
                    filter: Some(row_filter::Filter::CellsPerColumnLimitFilter(1)),
                }),
            })
            .await?
            .into_inner();

        let rows = self.decode_read_rows_response(response).await?;
        rows.into_iter()
            .next()
            .map(|r| r.1)
            .ok_or(Error::RowNotFound)
    }

    /// Delete one or more `table` rows
    async fn delete_rows(&mut self, table_name: &str, row_keys: &[RowKey]) -> Result<()> {
        self.refresh_access_token().await;

        let mut entries = vec![];
        for row_key in row_keys {
            entries.push(mutate_rows_request::Entry {
                row_key: row_key.as_bytes().to_vec(),
                mutations: vec![Mutation {
                    mutation: Some(mutation::Mutation::DeleteFromRow(
                        mutation::DeleteFromRow {},
                    )),
                }],
            });
        }

        let mut response = self
            .client
            .mutate_rows(MutateRowsRequest {
                table_name: format!("{}{}", self.table_prefix, table_name),
                app_profile_id: self.app_profile_id.clone(),
                entries,
            })
            .await?
            .into_inner();

        while let Some(res) = response.message().await? {
            for entry in res.entries {
                if let Some(status) = entry.status {
                    if status.code != 0 {
                        eprintln!("delete_rows error {}: {}", status.code, status.message);
                        warn!("delete_rows error {}: {}", status.code, status.message);
                        return Err(Error::RowDeleteFailed);
                    }
                }
            }
        }

        Ok(())
    }

    /// Store data for one or more `table` rows in the `family_name` Column family
    async fn put_row_data(
        &mut self,
        table_name: &str,
        family_name: &str,
        row_data: &[(&RowKey, RowData)],
        overwrite: bool,
    ) -> Result<()> {
        self.refresh_access_token().await;

        let mut entries = vec![];
        let timestamp = if overwrite {
            // overwriting existing cell
            // https://cloud.google.com/bigtable/docs/gc-latest-value
            0
        } else {
            // server assigned
            -1
        };
        for (row_key, row_data) in row_data {
            let mutations = row_data
                .iter()
                .map(|(column_key, column_value)| Mutation {
                    mutation: Some(mutation::Mutation::SetCell(mutation::SetCell {
                        family_name: family_name.to_string(),
                        column_qualifier: column_key.clone().into_bytes(),
                        timestamp_micros: timestamp,
                        value: column_value.to_vec(),
                    })),
                })
                .collect();

            entries.push(mutate_rows_request::Entry {
                row_key: (*row_key).clone().into_bytes(),
                mutations,
            });
        }

        let mut response = self
            .client
            .mutate_rows(MutateRowsRequest {
                table_name: format!("{}{}", self.table_prefix, table_name),
                app_profile_id: self.app_profile_id.clone(),
                entries,
            })
            .await?
            .into_inner();

        while let Some(res) = response.message().await? {
            for entry in res.entries {
                if let Some(status) = entry.status {
                    if status.code != 0 {
                        eprintln!("put_row_data error {}: {}", status.code, status.message);
                        warn!("put_row_data error {}: {}", status.code, status.message);
                        return Err(Error::RowWriteFailed);
                    }
                }
            }
        }

        Ok(())
    }

    pub async fn get_bincode_cell<T>(&mut self, table: &str, key: RowKey) -> Result<T>
    where
        T: serde::de::DeserializeOwned,
    {
        let row_data = self.get_single_row_data(table, key.clone()).await?;
        deserialize_bincode_cell_data(&row_data, table, key.to_string())
    }

    pub async fn get_bincode_cells<T>(
        &mut self,
        table: &str,
        keys: &[RowKey],
    ) -> Result<Vec<(RowKey, Result<T>)>>
    where
        T: serde::de::DeserializeOwned,
    {
        Ok(self
            .get_multi_row_data(table, keys)
            .await?
            .into_iter()
            .map(|(key, row_data)| {
                let key_str = key.to_string();
                (
                    key,
                    deserialize_bincode_cell_data(&row_data, table, key_str),
                )
            })
            .collect())
    }

    pub async fn get_protobuf_or_bincode_cell<B, P>(
        &mut self,
        table: &str,
        key: RowKey,
    ) -> Result<CellData<B, P>>
    where
        B: serde::de::DeserializeOwned,
        P: prost::Message + Default,
    {
        let row_data = self.get_single_row_data(table, key.clone()).await?;
        deserialize_protobuf_or_bincode_cell_data(&row_data, table, key)
    }

    pub async fn get_protobuf_or_bincode_cells<'a, B, P>(
        &mut self,
        table: &'a str,
        row_keys: impl IntoIterator<Item = RowKey>,
    ) -> Result<impl Iterator<Item = (RowKey, CellData<B, P>)> + 'a>
    where
        B: serde::de::DeserializeOwned,
        P: prost::Message + Default,
    {
        Ok(self
            .get_multi_row_data(
                table,
                row_keys.into_iter().collect::<Vec<RowKey>>().as_slice(),
            )
            .await?
            .into_iter()
            .map(|(key, row_data)| {
                let key_str = key.to_string();
                (
                    key,
                    deserialize_protobuf_or_bincode_cell_data(&row_data, table, key_str).unwrap(),
                )
            }))
    }

    pub async fn put_bincode_cells<T>(
        &mut self,
        table: &str,
        cells: &[(RowKey, T)],
        overwrite: bool,
    ) -> Result<usize>
    where
        T: serde::ser::Serialize,
    {
        let mut bytes_written = 0;
        let mut new_row_data = vec![];
        for (row_key, data) in cells {
            let data = compress_best(&bincode::serialize(&data).unwrap())?;
            bytes_written += data.len();
            new_row_data.push((row_key, vec![("bin".to_string(), data)]));
        }

        self.put_row_data(table, "x", &new_row_data, overwrite)
            .await?;
        Ok(bytes_written)
    }

    pub async fn put_protobuf_cells<T>(
        &mut self,
        table: &str,
        cells: &[(RowKey, T)],
        overwrite: bool,
    ) -> Result<usize>
    where
        T: prost::Message,
    {
        let mut bytes_written = 0;
        let mut new_row_data = vec![];
        for (row_key, data) in cells {
            let mut buf = Vec::with_capacity(data.encoded_len());
            data.encode(&mut buf).unwrap();
            let data = compress_best(&buf)?;
            bytes_written += data.len();
            new_row_data.push((row_key, vec![("proto".to_string(), data)]));
        }

        let result = self
            .put_row_data(table, "x", &new_row_data, overwrite)
            .await;
        match result {
            Err(err) => {
                for (key, data) in new_row_data.iter() {
                    for (col, cell) in data.iter() {
                        error!(
                            "Error writing account key {} col {} len: {}",
                            *key,
                            col,
                            cell.len()
                        );
                    }
                }

                return Err(err);
            }
            Ok(_) => {}
        }
        Ok(bytes_written)
    }
}

pub(crate) fn deserialize_protobuf_or_bincode_cell_data<B, P>(
    row_data: RowDataSlice,
    table: &str,
    key: RowKey,
) -> Result<CellData<B, P>>
where
    B: serde::de::DeserializeOwned,
    P: prost::Message + Default,
{
    match deserialize_protobuf_cell_data(row_data, table, key.to_string()) {
        Ok(result) => return Ok(CellData::Protobuf(result)),
        Err(err) => match err {
            Error::ObjectNotFound(_) => {}
            _ => return Err(err),
        },
    }
    deserialize_bincode_cell_data(row_data, table, key).map(CellData::Bincode)
}

pub(crate) fn deserialize_protobuf_cell_data<T>(
    row_data: RowDataSlice,
    table: &str,
    key: RowKey,
) -> Result<T>
where
    T: prost::Message + Default,
{
    let value = &row_data
        .iter()
        .find(|(name, _)| name == "proto")
        .ok_or_else(|| Error::ObjectNotFound(format!("{}/{}", table, key)))?
        .1;

    let data = decompress(value)?;
    T::decode(&data[..]).map_err(|err| {
        warn!("Failed to deserialize {}/{}: {}", table, key, err);
        Error::ObjectCorrupt(format!("{}/{}", table, key))
    })
}

pub(crate) fn deserialize_bincode_cell_data<T>(
    row_data: RowDataSlice,
    table: &str,
    key: RowKey,
) -> Result<T>
where
    T: serde::de::DeserializeOwned,
{
    let value = &row_data
        .iter()
        .find(|(name, _)| name == "bin")
        .ok_or_else(|| Error::ObjectNotFound(format!("{}/{}", table, key)))?
        .1;

    let data = decompress(value)?;
    bincode::deserialize(&data).map_err(|err| {
        warn!("Failed to deserialize {}/{}: {}", table, key, err);
        Error::ObjectCorrupt(format!("{}/{}", table, key))
    })
}