feat: integration test suite (#487)

Signed-off-by: Ruihang Xia <waynestxia@gmail.com>
This commit is contained in:
Ruihang Xia
2022-11-22 15:34:13 +08:00
committed by GitHub
parent c144a1b20e
commit b407ebf6bb
9 changed files with 625 additions and 16 deletions

250
Cargo.lock generated
View File

@@ -35,7 +35,7 @@ version = "0.7.6"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "fcb51a0695d8f838b1ee009b3fbf66bda078cd64590202a864a8f3e8c4315c47"
dependencies = [
"getrandom",
"getrandom 0.2.7",
"once_cell",
"version_check",
]
@@ -161,6 +161,12 @@ version = "0.3.6"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "a4c527152e37cf757a3f78aae5a06fbeefdb07ccc535c980a3208ee3060dd544"
[[package]]
name = "arrayvec"
version = "0.5.2"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "23b62fc65de8e4e7f52534fb52b0f3ed04746ae267519eef2a83941e8085068b"
[[package]]
name = "arrayvec"
version = "0.7.2"
@@ -498,7 +504,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "b62ddb9cb1ec0a098ad4bbf9344d0713fa193ae1a80af55febcff2627b6a00c1"
dependencies = [
"futures-core",
"getrandom",
"getrandom 0.2.7",
"instant",
"pin-project-lite",
"rand 0.8.5",
@@ -645,6 +651,17 @@ dependencies = [
"digest",
]
[[package]]
name = "blake2b_simd"
version = "0.5.11"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "afa748e348ad3be8263be728124b24a24f268266f6f5d58af9d75f6a40b5c587"
dependencies = [
"arrayref",
"arrayvec 0.5.2",
"constant_time_eq",
]
[[package]]
name = "blake3"
version = "1.3.1"
@@ -652,7 +669,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "a08e53fc5a564bb15bfe6fae56bd71522205f1f91893f9c0116edad6496c183f"
dependencies = [
"arrayref",
"arrayvec",
"arrayvec 0.7.2",
"cc",
"cfg-if",
"constant_time_eq",
@@ -1116,6 +1133,18 @@ dependencies = [
"unicode-width",
]
[[package]]
name = "comfy-table"
version = "6.1.2"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "1090f39f45786ec6dc6286f8ea9c75d0a7ef0a0d3cda674cef0c3af7b307fbc2"
dependencies = [
"crossterm",
"strum 0.24.1",
"strum_macros 0.24.3",
"unicode-width",
]
[[package]]
name = "common-base"
version = "0.1.0"
@@ -1564,6 +1593,31 @@ dependencies = [
"once_cell",
]
[[package]]
name = "crossterm"
version = "0.25.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "e64e6c0fbe2c17357405f7c758c1ef960fce08bdfb2c03d88d2a18d7e09c4b67"
dependencies = [
"bitflags",
"crossterm_winapi",
"libc",
"mio",
"parking_lot",
"signal-hook",
"signal-hook-mio",
"winapi",
]
[[package]]
name = "crossterm_winapi"
version = "0.9.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "2ae1b35a484aa10e07fe0638d02301c5ad24de82d310ccbd2f3693da5f09bf1c"
dependencies = [
"winapi",
]
[[package]]
name = "crunchy"
version = "0.2.2"
@@ -1659,7 +1713,7 @@ dependencies = [
"arrow2",
"async-trait",
"chrono",
"comfy-table",
"comfy-table 5.0.1",
"datafusion-common",
"datafusion-expr",
"datafusion-physical-expr",
@@ -1850,6 +1904,17 @@ dependencies = [
"subtle",
]
[[package]]
name = "dirs"
version = "1.0.5"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "3fd78930633bd1c6e35c4b42b1df7b0cbc6bc191146e512bb3bedf243fcc3901"
dependencies = [
"libc",
"redox_users 0.3.5",
"winapi",
]
[[package]]
name = "dirs"
version = "4.0.0"
@@ -1876,7 +1941,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "1b1d1d91c932ef41c0f2663aa8b0ca0342d444d842c06914aa0a7e352d0bada6"
dependencies = [
"libc",
"redox_users",
"redox_users 0.4.3",
"winapi",
]
@@ -1887,7 +1952,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "4ebda144c4fe02d1f7ea1a7d9641b6fc6b580adcfa024ae48797ecdeb6825b4d"
dependencies = [
"libc",
"redox_users",
"redox_users 0.4.3",
"winapi",
]
@@ -2354,6 +2419,17 @@ dependencies = [
"winapi",
]
[[package]]
name = "getrandom"
version = "0.1.16"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "8fc3cb4d91f53b50155bdcfd23f6a4c39ae1969c2ae85982b135750cccaf5fce"
dependencies = [
"cfg-if",
"libc",
"wasi 0.9.0+wasi-snapshot-preview1",
]
[[package]]
name = "getrandom"
version = "0.2.7"
@@ -3756,7 +3832,7 @@ dependencies = [
"cfg-if",
"libc",
"petgraph",
"redox_syscall",
"redox_syscall 0.2.16",
"smallvec",
"thread-id",
"windows-sys",
@@ -4153,6 +4229,17 @@ version = "0.2.16"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "eb9f9e6e233e5c4a35559a617bf40a4ec447db2e84c20b55a6f83167b7e57872"
[[package]]
name = "prettydiff"
version = "0.6.1"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "0b6176190f1637d46034820b82fbe758727ccb40da9c9fc2255d695eb05ea29c"
dependencies = [
"ansi_term",
"prettytable-rs",
"structopt",
]
[[package]]
name = "prettyplease"
version = "0.1.19"
@@ -4163,6 +4250,20 @@ dependencies = [
"syn",
]
[[package]]
name = "prettytable-rs"
version = "0.8.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "0fd04b170004fa2daccf418a7f8253aaf033c27760b5f225889024cf66d7ac2e"
dependencies = [
"atty",
"csv",
"encode_unicode",
"lazy_static",
"term",
"unicode-width",
]
[[package]]
name = "proc-macro-crate"
version = "1.2.1"
@@ -4477,7 +4578,7 @@ version = "0.6.4"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "ec0be4795e2f6a28069bec0b5ff3e2ac9bafc99e6a9a7dc3547996c5c816922c"
dependencies = [
"getrandom",
"getrandom 0.2.7",
]
[[package]]
@@ -4538,6 +4639,12 @@ dependencies = [
"rand_core 0.3.1",
]
[[package]]
name = "redox_syscall"
version = "0.1.57"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "41cc0f7e4d5d4544e8861606a285bb08d3e70712ccc7d2b84d7c0ccfaf4b05ce"
[[package]]
name = "redox_syscall"
version = "0.2.16"
@@ -4547,14 +4654,25 @@ dependencies = [
"bitflags",
]
[[package]]
name = "redox_users"
version = "0.3.5"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "de0737333e7a9502c789a36d7c7fa6092a49895d4faa31ca5df163857ded2e9d"
dependencies = [
"getrandom 0.1.16",
"redox_syscall 0.1.57",
"rust-argon2",
]
[[package]]
name = "redox_users"
version = "0.4.3"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "b033d837a7cf162d7993aded9304e30a83213c648b6e389db233191f891e5c2b"
dependencies = [
"getrandom",
"redox_syscall",
"getrandom 0.2.7",
"redox_syscall 0.2.16",
"thiserror",
]
@@ -4603,7 +4721,7 @@ dependencies = [
"backon",
"base64",
"bytes",
"dirs",
"dirs 4.0.0",
"form_urlencoded",
"hex",
"hmac",
@@ -4711,6 +4829,18 @@ dependencies = [
"serde",
]
[[package]]
name = "rust-argon2"
version = "0.8.3"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "4b18820d944b33caa75a71378964ac46f58517c92b6ae5f762636247c09e78fb"
dependencies = [
"base64",
"blake2b_simd",
"constant_time_eq",
"crossbeam-utils",
]
[[package]]
name = "rust-ini"
version = "0.18.0"
@@ -4727,7 +4857,7 @@ version = "1.26.1"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "ee9164faf726e4f3ece4978b25ca877ddc6802fa77f38cdccb32c7f805ecd70c"
dependencies = [
"arrayvec",
"arrayvec 0.7.2",
"num-traits",
"serde",
]
@@ -4955,7 +5085,7 @@ dependencies = [
"crossbeam-utils",
"exitcode",
"flate2",
"getrandom",
"getrandom 0.2.7",
"half",
"hex",
"hexf-parse",
@@ -5364,6 +5494,27 @@ version = "1.1.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "43b2853a4d09f215c24cc5489c992ce46052d359b5109343cbafbf26bc62f8a3"
[[package]]
name = "signal-hook"
version = "0.3.14"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "a253b5e89e2698464fc26b545c9edceb338e18a89effeeecfea192c3025be29d"
dependencies = [
"libc",
"signal-hook-registry",
]
[[package]]
name = "signal-hook-mio"
version = "0.2.3"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "29ad2e15f37ec9a6cc544097b78a1ec90001e9f71b81338ca39f430adaca99af"
dependencies = [
"libc",
"mio",
"signal-hook",
]
[[package]]
name = "signal-hook-registry"
version = "1.4.0"
@@ -5518,6 +5669,32 @@ dependencies = [
"sqlparser",
]
[[package]]
name = "sqlness"
version = "0.1.0"
source = "git+https://github.com/ceresdb/sqlness.git#c077b17d73ab25460c152dc34e8f80f904522a57"
dependencies = [
"async-trait",
"derive_builder",
"prettydiff",
"serde",
"thiserror",
"tokio",
"toml",
"walkdir",
]
[[package]]
name = "sqlness-runner"
version = "0.1.0"
dependencies = [
"async-trait",
"client",
"comfy-table 6.1.2",
"sqlness",
"tokio",
]
[[package]]
name = "sqlparser"
version = "0.15.0"
@@ -5685,6 +5862,30 @@ version = "0.10.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "73473c0e59e6d5812c5dfe2a064a6444949f089e20eec9a2e5506596494e4623"
[[package]]
name = "structopt"
version = "0.3.26"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "0c6b5c64445ba8094a6ab0c3cd2ad323e07171012d9c98b0b15651daf1787a10"
dependencies = [
"clap 2.34.0",
"lazy_static",
"structopt-derive",
]
[[package]]
name = "structopt-derive"
version = "0.4.18"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "dcb5ae327f9cc13b68763b5749770cb9e048a99bd9dfdfa58d0cf05d5f64afe0"
dependencies = [
"heck 0.3.3",
"proc-macro-error",
"proc-macro2",
"quote",
"syn",
]
[[package]]
name = "strum"
version = "0.23.0"
@@ -5852,11 +6053,22 @@ dependencies = [
"cfg-if",
"fastrand",
"libc",
"redox_syscall",
"redox_syscall 0.2.16",
"remove_dir_all",
"winapi",
]
[[package]]
name = "term"
version = "0.5.2"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "edd106a334b7657c10b7c540a0106114feadeb4dc314513e97df481d5d966f42"
dependencies = [
"byteorder",
"dirs 1.0.5",
"winapi",
]
[[package]]
name = "termcolor"
version = "1.1.3"
@@ -5918,7 +6130,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "5fdfe0627923f7411a43ec9ec9c39c3a9b4151be313e0922042581fb6c9b717f"
dependencies = [
"libc",
"redox_syscall",
"redox_syscall 0.2.16",
"winapi",
]
@@ -6629,7 +6841,7 @@ version = "1.1.2"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "dd6469f4314d5f1ffec476e05f17cc9a78bc7a27a6a857842170bdf8d6f98d2f"
dependencies = [
"getrandom",
"getrandom 0.2.7",
]
[[package]]
@@ -6695,6 +6907,12 @@ dependencies = [
"try-lock",
]
[[package]]
name = "wasi"
version = "0.9.0+wasi-snapshot-preview1"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "cccddf32554fecc6acb585f82a32a72e28b48f8c4c1883ddfeeeaa96f7d8e519"
[[package]]
name = "wasi"
version = "0.10.2+wasi-snapshot-preview1"

View File

@@ -33,6 +33,7 @@ members = [
"src/store-api",
"src/table",
"src/mito",
"tests/runner",
]
[profile.release]

View File

@@ -7,3 +7,4 @@ coverage:
patch: off
ignore:
- "**/error*.rs" # ignore all error.rs files
- "tests/runner/*.rs" # ignore integration test runner

View File

@@ -0,0 +1,60 @@
CREATE TABLE system_metrics (
host STRING,
idc STRING,
cpu_util DOUBLE,
memory_util DOUBLE,
disk_util DOUBLE,
ts TIMESTAMP DEFAULT CURRENT_TIMESTAMP,
PRIMARY KEY(host, idc),
TIME INDEX(ts)
);
MutateResult { success: 1, failure: 0 }
INSERT INTO system_metrics
VALUES
("host1", "idc_a", 11.8, 10.3, 10.3, 1667446797450),
("host2", "idc_a", 80.1, 70.3, 90.0, 1667446797450),
("host1", "idc_b", 50.0, 66.7, 40.6, 1667446797450);
MutateResult { success: 3, failure: 0 }
SELECT * FROM system_metrics;
+-----------------------+----------------------+----------------------------+-------------------------------+-----------------------------+----------------------------+
| host, #Field, #String | idc, #Field, #String | cpu_util, #Field, #Float64 | memory_util, #Field, #Float64 | disk_util, #Field, #Float64 | ts, #Timestamp, #Timestamp |
+-----------------------+----------------------+----------------------------+-------------------------------+-----------------------------+----------------------------+
| host1 | idc_a | 11.8 | 10.3 | 10.3 | 1667446797450 |
| host1 | idc_b | 50 | 66.7 | 40.6 | 1667446797450 |
| host2 | idc_a | 80.1 | 70.3 | 90 | 1667446797450 |
+-----------------------+----------------------+----------------------------+-------------------------------+-----------------------------+----------------------------+
SELECT count(*) FROM system_metrics;
+----------------------------------+
| COUNT(UInt8(1)), #Field, #Uint64 |
+----------------------------------+
| 3 |
+----------------------------------+
SELECT avg(cpu_util) FROM system_metrics;
+------------------------------------------------+
| AVG(system_metrics.cpu_util), #Field, #Float64 |
+------------------------------------------------+
| 47.29999999999999 |
+------------------------------------------------+
SELECT idc, avg(memory_util) FROM system_metrics GROUP BY idc ORDER BY idc;
+----------------------+---------------------------------------------------+
| idc, #Field, #String | AVG(system_metrics.memory_util), #Field, #Float64 |
+----------------------+---------------------------------------------------+
| idc_a | 40.3 |
| idc_b | 66.7 |
+----------------------+---------------------------------------------------+
DROP TABLE system_metrics;
Failed to execute, error: Datanode { code: 1001, msg: "Failed to execute sql, source: Cannot parse SQL, source: SQL statement is not supported: DROP TABLE system_metrics;, keyword: DROP" }

View File

@@ -0,0 +1,26 @@
CREATE TABLE system_metrics (
host STRING,
idc STRING,
cpu_util DOUBLE,
memory_util DOUBLE,
disk_util DOUBLE,
ts TIMESTAMP DEFAULT CURRENT_TIMESTAMP,
PRIMARY KEY(host, idc),
TIME INDEX(ts)
);
INSERT INTO system_metrics
VALUES
("host1", "idc_a", 11.8, 10.3, 10.3, 1667446797450),
("host2", "idc_a", 80.1, 70.3, 90.0, 1667446797450),
("host1", "idc_b", 50.0, 66.7, 40.6, 1667446797450);
SELECT * FROM system_metrics;
SELECT count(*) FROM system_metrics;
SELECT avg(cpu_util) FROM system_metrics;
SELECT idc, avg(memory_util) FROM system_metrics GROUP BY idc ORDER BY idc;
DROP TABLE system_metrics;

11
tests/runner/Cargo.toml Normal file
View File

@@ -0,0 +1,11 @@
[package]
name = "sqlness-runner"
version = "0.1.0"
edition = "2021"
[dependencies]
async-trait = "0.1"
client = { path = "../../src/client" }
comfy-table = "6.1"
sqlness = { git = "https://github.com/ceresdb/sqlness.git" }
tokio = { version = "1.21", features = ["full"] }

166
tests/runner/src/env.rs Normal file
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@@ -0,0 +1,166 @@
// Copyright 2022 Greptime Team
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
use std::fmt::Display;
use std::time::Duration;
use async_trait::async_trait;
use client::api::v1::codec::SelectResult;
use client::api::v1::column::SemanticType;
use client::api::v1::ColumnDataType;
use client::{Client, Database as DB, Error as ClientError, ObjectResult, Select};
use comfy_table::{Cell, Table};
use sqlness::{Database, Environment};
use tokio::process::{Child, Command};
use tokio::time;
use crate::util;
pub struct Env {}
#[async_trait]
impl Environment for Env {
type DB = GreptimeDB;
async fn start(&self, mode: &str, _config: Option<String>) -> Self::DB {
match mode {
"local" => Self::start_local().await,
"remote" => Self::start_remote().await,
_ => panic!("Unexpected mode: {}", mode),
}
}
/// Stop one [`Database`].
async fn stop(&self, _mode: &str, mut database: Self::DB) {
database.server_process.kill().await.unwrap()
}
}
impl Env {
pub async fn start_local() -> GreptimeDB {
let server_process = Command::new("cargo")
.current_dir("../")
.args(["run", "--", "standalone", "start"])
.spawn()
.unwrap_or_else(|_| panic!("Failed to start GreptimeDB"));
time::sleep(Duration::from_secs(3)).await;
let client = Client::with_urls(vec!["127.0.0.1:3001"]);
let db = DB::new("greptime", client.clone());
GreptimeDB {
server_process,
client,
db,
}
}
pub async fn start_remote() -> GreptimeDB {
todo!()
}
}
pub struct GreptimeDB {
server_process: Child,
#[allow(dead_code)]
client: Client,
db: DB,
}
#[async_trait]
impl Database for GreptimeDB {
async fn query(&self, query: String) -> Box<dyn Display> {
let sql = Select::Sql(query);
let result = self.db.select(sql).await;
Box::new(ResultDisplayer { result }) as _
}
}
struct ResultDisplayer {
result: Result<ObjectResult, ClientError>,
}
impl Display for ResultDisplayer {
fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
match &self.result {
Ok(result) => match result {
ObjectResult::Select(select_result) => {
write!(
f,
"{}",
SelectResultDisplayer {
result: select_result
}
.display()
)
}
ObjectResult::Mutate(mutate_result) => {
write!(f, "{:?}", mutate_result)
}
},
Err(e) => write!(f, "Failed to execute, error: {:?}", e),
}
}
}
struct SelectResultDisplayer<'a> {
result: &'a SelectResult,
}
impl SelectResultDisplayer<'_> {
fn display(&self) -> impl Display {
let mut table = Table::new();
table.load_preset("||--+-++| ++++++");
if self.result.row_count == 0 {
return table;
}
let mut headers = vec![];
for column in &self.result.columns {
headers.push(Cell::new(format!(
"{}, #{:?}, #{:?}",
column.column_name,
SemanticType::from_i32(column.semantic_type).unwrap(),
ColumnDataType::from_i32(column.datatype).unwrap()
)));
}
table.set_header(headers);
let col_count = self.result.columns.len();
let row_count = self.result.row_count as usize;
let columns = self
.result
.columns
.iter()
.map(|col| {
util::values_to_string(
ColumnDataType::from_i32(col.datatype).unwrap(),
col.values.clone().unwrap(),
)
})
.collect::<Vec<_>>();
for row_index in 0..row_count {
let mut row = Vec::with_capacity(col_count);
for col in columns.iter() {
row.push(col[row_index].clone());
}
table.add_row(row);
}
table
}
}

29
tests/runner/src/main.rs Normal file
View File

@@ -0,0 +1,29 @@
// Copyright 2022 Greptime Team
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
use env::Env;
use sqlness::{ConfigBuilder, Runner};
mod env;
mod util;
#[tokio::main]
async fn main() {
let config = ConfigBuilder::default()
.case_dir("../cases".to_string())
.build()
.unwrap();
let runner = Runner::new_with_config(config, Env {}).await.unwrap();
runner.run().await.unwrap();
}

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tests/runner/src/util.rs Normal file
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// Copyright 2022 Greptime Team
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
use client::api::v1::column::Values;
use client::api::v1::ColumnDataType;
pub fn values_to_string(data_type: ColumnDataType, values: Values) -> Vec<String> {
match data_type {
ColumnDataType::Int64 => values
.i64_values
.into_iter()
.map(|val| val.to_string())
.collect(),
ColumnDataType::Float64 => values
.f64_values
.into_iter()
.map(|val| val.to_string())
.collect(),
ColumnDataType::String => values.string_values,
ColumnDataType::Boolean => values
.bool_values
.into_iter()
.map(|val| val.to_string())
.collect(),
ColumnDataType::Int8 => values
.i8_values
.into_iter()
.map(|val| val.to_string())
.collect(),
ColumnDataType::Int16 => values
.i16_values
.into_iter()
.map(|val| val.to_string())
.collect(),
ColumnDataType::Int32 => values
.i32_values
.into_iter()
.map(|val| val.to_string())
.collect(),
ColumnDataType::Uint8 => values
.u8_values
.into_iter()
.map(|val| val.to_string())
.collect(),
ColumnDataType::Uint16 => values
.u16_values
.into_iter()
.map(|val| val.to_string())
.collect(),
ColumnDataType::Uint32 => values
.u32_values
.into_iter()
.map(|val| val.to_string())
.collect(),
ColumnDataType::Uint64 => values
.u64_values
.into_iter()
.map(|val| val.to_string())
.collect(),
ColumnDataType::Float32 => values
.f32_values
.into_iter()
.map(|val| val.to_string())
.collect(),
ColumnDataType::Binary => values
.binary_values
.into_iter()
.map(|val| format!("{:?}", val))
.collect(),
ColumnDataType::Datetime => values
.i64_values
.into_iter()
.map(|v| v.to_string())
.collect(),
ColumnDataType::Date => values
.i32_values
.into_iter()
.map(|v| v.to_string())
.collect(),
ColumnDataType::Timestamp => values
.ts_millis_values
.into_iter()
.map(|v| v.to_string())
.collect(),
}
}