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Add stor family of commands #11170

Merged
merged 10 commits into from
Nov 29, 2023
Merged

Add stor family of commands #11170

merged 10 commits into from
Nov 29, 2023

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fdncred
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@fdncred fdncred commented Nov 27, 2023

Description

This PR adds the stor family of commands. These commands are meant to create, open, insert, update, delete, reset data in an in-memory sqlite database. This is really an experiment to see how creatively we can use an in-memory database.

Usage:
  > stor

Subcommands:
  stor create - Create a table in the in-memory sqlite database
  stor delete - Delete a table or specified rows in the in-memory sqlite database
  stor export - Export the in-memory sqlite database to a sqlite database file
  stor import - Import a sqlite database file into the in-memory sqlite database
  stor insert - Insert information into a specified table in the in-memory sqlite database
  stor open - Opens the in-memory sqlite database
  stor reset - Reset the in-memory database by dropping all tables
  stor update - Update information in a specified table in the in-memory sqlite database

Flags:
  -h, --help - Display the help message for this command

Input/output types:
  ╭─#─┬──input──┬─output─╮
  │ 0 │ nothing │ string │
  ╰───┴─────────┴────────╯

Examples

stor create

 stor create --table-name nudb --columns {bool1: bool, int1: int, float1: float, str1: str, datetime1: datetime}
╭──────┬────────────────╮
 nudb  [list 0 items] 
╰──────┴────────────────╯

stor insert

 stor insert --table-name nudb --data-record {bool1: true, int1: 2, float1: 1.1, str1: fdncred, datetime1: 2023-04-17} 
╭──────┬───────────────╮
 nudb  [table 1 row] 
╰──────┴───────────────╯

stor open

 stor open | table -e 
╭──────┬────────────────────────────────────────────────────────────────────╮
       ╭─#─┬id─┬bool1┬int1┬float1┬──str1───┬─────────datetime1──────────╮ │
 nudb   0  1    1   2  1.10  fdncred  2023-04-17 00:00:00 +00:00  
       ╰───┴───┴─────┴────┴──────┴─────────┴────────────────────────────╯ 
╰──────┴────────────────────────────────────────────────────────────────────╯

stor update

 stor update --table-name nudb --update-record {str1: toby datetime1: 2021-04-17} --where-clause "bool1 = 1"
╭──────┬───────────────╮
 nudb  [table 1 row] 
╰──────┴───────────────╯
 stor open | table -e
╭──────┬─────────────────────────────────────────────────────────────────╮
       ╭─#─┬id─┬bool1┬int1┬float1┬─str1─┬─────────datetime1──────────╮ │
 nudb   0  1    1   2  1.10  toby  2021-04-17 00:00:00 +00:00  
       ╰───┴───┴─────┴────┴──────┴──────┴────────────────────────────╯ 
╰──────┴─────────────────────────────────────────────────────────────────╯

insert another row

 stor insert --table-name nudb --data-record {bool1: true, int1: 5, float1: 1.1, str1: fdncred, datetime1: 2023-04-17} 
╭──────┬────────────────╮
 nudb  [table 2 rows] 
╰──────┴────────────────╯
 stor open | table -e
╭──────┬────────────────────────────────────────────────────────────────────╮
       ╭─#─┬id─┬bool1┬int1┬float1┬──str1───┬─────────datetime1──────────╮ │
 nudb   0  1    1   2  1.10  toby     2021-04-17 00:00:00 +00:00  
        1  2    1   5  1.10  fdncred  2023-04-17 00:00:00 +00:00  
       ╰───┴───┴─────┴────┴──────┴─────────┴────────────────────────────╯ 
╰──────┴────────────────────────────────────────────────────────────────────╯

stor delete (specific row(s))

 stor delete --table-name nudb --where-clause "int1 == 5"
╭──────┬───────────────╮
 nudb  [table 1 row] 
╰──────┴───────────────╯

insert multiple tables

 stor create --table-name nudb1 --columns {bool1: bool, int1: int, float1: float, str1: str, datetime1: datetime}
╭───────┬────────────────╮
 nudb   [table 1 row]  
 nudb1  [list 0 items] 
╰───────┴────────────────╯
 stor insert --table-name nudb1 --data-record {bool1: true, int1: 2, float1: 1.1, str1: fdncred, datetime1: 2023-04-17}
╭───────┬───────────────╮
 nudb   [table 1 row] 
 nudb1  [table 1 row] 
╰───────┴───────────────╯
 stor create --table-name nudb2 --columns {bool1: bool, int1: int, float1: float, str1: str, datetime1: datetime}
╭───────┬────────────────╮
 nudb   [table 1 row]  
 nudb1  [table 1 row]  
 nudb2  [list 0 items] 
╰───────┴────────────────╯
 stor insert --table-name nudb2 --data-record {bool1: true, int1: 2, float1: 1.1, str1: fdncred, datetime1: 2023-04-17}
╭───────┬───────────────╮
 nudb   [table 1 row] 
 nudb1  [table 1 row] 
 nudb2  [table 1 row] 
╰───────┴───────────────╯

stor delete (specific table)

 stor delete --table-name nudb1
╭───────┬───────────────╮
 nudb   [table 1 row] 
 nudb2  [table 1 row] 
╰───────┴───────────────╯

stor reset (all tables are deleted)

 stor reset

stor export

 stor export --file-name nudb.sqlite3
╭──────┬───────────────╮
 nudb  [table 1 row] 
╰──────┴───────────────╯
 open nudb.sqlite3 | table -e
╭──────┬────────────────────────────────────────────────────────────────────╮
       ╭─#─┬id─┬bool1┬int1┬float1┬──str1───┬─────────datetime1──────────╮ │
 nudb   0  1    1   5  1.10  fdncred  2023-04-17 00:00:00 +00:00  
       ╰───┴───┴─────┴────┴──────┴─────────┴────────────────────────────╯ 
╰──────┴────────────────────────────────────────────────────────────────────╯
 open nudb.sqlite3 | schema | table -e
╭────────┬─────────────────────────────────────────────────────────────────────────────────────────────────────────────╮
         ╭──────┬──────────────────────────────────────────────────────────────────────────────────────────────────╮ 
 tables         ╭───────────────┬──────────────────────────────────────────────────────────────────────────────╮  
          nudb                  ╭─#─┬─cid─┬───name────┬─────type─────┬─notnull─┬───────default────────┬─pk─╮ │ │ │
                 columns         0  0    id         INTEGER       1                              1     
                                 1  1    bool1      BOOLEAN       0                              0     
                                 2  2    int1       INTEGER       0                              0     
                                 3  3    float1     REAL          0                              0     
                                 4  4    str1       VARCHAR(255)  0                              0     
                                 5  5    datetime1  DATETIME      0        STRFTIME('%Y-%m-%d   │ 0  │ │ │ │
│        │ │      │ │               │ │   │     │           │              │         │ %H:%M:%f', 'NOW')           
                                ╰─#─┴─cid─┴───name────┴─────type─────┴─notnull─┴───────default────────┴─pk─╯ │ │ │
                 constraints    [list 0 items]                                                                 
                 foreign_keys   [list 0 items]                                                                 
                 indexes        [list 0 items]                                                                 
                ╰───────────────┴──────────────────────────────────────────────────────────────────────────────╯  
         ╰──────┴──────────────────────────────────────────────────────────────────────────────────────────────────╯ 
╰────────┴─────────────────────────────────────────────────────────────────────────────────────────────────────────────╯

Using with query db

 stor open | query db "select * from nudb"
╭─#─┬id─┬bool1┬int1┬float1┬──str1───┬─────────datetime1──────────╮
 0  1    1   5  1.10  fdncred  2023-04-17 00:00:00 +00:00 
╰───┴───┴─────┴────┴──────┴─────────┴────────────────────────────╯

stor import

 stor open
# note, nothing is returned. there is nothing in memory, atm.
 stor import --file-name nudb.sqlite3
╭──────┬───────────────╮
 nudb  [table 1 row] 
╰──────┴───────────────╯
 stor open | table -e 
╭──────┬────────────────────────────────────────────────────────────────────╮
       ╭─#─┬id─┬bool1┬int1┬float1┬──str1───┬─────────datetime1──────────╮ │
 nudb   0  1    1   5  1.10  fdncred  2023-04-17 00:00:00 +00:00  
       ╰───┴───┴─────┴────┴──────┴─────────┴────────────────────────────╯ 
╰──────┴────────────────────────────────────────────────────────────────────╯

TODO:

  • stor export - Export a fully formed sqlite db file.
  • stor import - Imports a specified sqlite db file.
  • Perhaps feature-gate it with the sqlite feature
  • Update query db to work with the in-memory database
  • Remove open --in-memory

User-Facing Changes

Tests + Formatting

After Submitting

@amtoine
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amtoine commented Nov 27, 2023

@fdncred
this will probably supersede #10691, right?

@fdncred
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fdncred commented Nov 27, 2023

@fdncred this will probably supersede #10691, right?

yup, we can close that one.

@stormasm
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stormasm commented Nov 28, 2023

@fdncred wow ! this work is really nice... Great news for me personally that you were able to find a very robust solution for this problem without having to bring that extra rusqlite crate dependency into nu-protocol.

thanks for sticking with it and coming up with this very nice elegant piece of code :

    // This is the real secret sauce to having an in-memory sqlite db. You must
    // start a connection to the memory database in main so it will exist for the
    // lifetime of the program. If it's created with how MEMORY_DB is defined
    // you'll be able to access this open connection from anywhere in the program
    // by using the identical connection string.
    #[cfg(feature = "sqlite")]
    let db = nu_command::open_connection_in_memory_custom()?;
    #[cfg(feature = "sqlite")]
    db.last_insert_rowid();

@WindSoilder
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Wow, I really love these features too!

A little curious, it seems that it doesn't support insert many, is it planned in the future?

@fdncred
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fdncred commented Nov 29, 2023

Wow, I really love these features too!

Thanks @WindSoilder!!

A little curious, it seems that it doesn't support insert many, is it planned in the future?

What is insert many? I assume it's some bulk insert type of thing. We can support whatever we want to support. I'm just not familiar with insert many. I was really trying to get this to a minimal useable state. We can fix my code or add more stuff if we decide to land this. I hope we do.

@stormasm stormasm merged commit e290fa0 into nushell:main Nov 29, 2023
20 checks passed
@fdncred fdncred deleted the add_store_family branch November 29, 2023 16:40
hardfau1t pushed a commit to hardfau1t/nushell that referenced this pull request Dec 14, 2023
# Description

This PR adds the `stor` family of commands. These commands are meant to
create, open, insert, update, delete, reset data in an in-memory sqlite
database. This is really an experiment to see how creatively we can use
an in-memory database.

```
Usage:
  > stor

Subcommands:
  stor create - Create a table in the in-memory sqlite database
  stor delete - Delete a table or specified rows in the in-memory sqlite database
  stor export - Export the in-memory sqlite database to a sqlite database file
  stor import - Import a sqlite database file into the in-memory sqlite database
  stor insert - Insert information into a specified table in the in-memory sqlite database
  stor open - Opens the in-memory sqlite database
  stor reset - Reset the in-memory database by dropping all tables
  stor update - Update information in a specified table in the in-memory sqlite database

Flags:
  -h, --help - Display the help message for this command

Input/output types:
  ╭─#─┬──input──┬─output─╮
  │ 0 │ nothing │ string │
  ╰───┴─────────┴────────╯
```

### Examples

## stor create
```nushell
❯ stor create --table-name nudb --columns {bool1: bool, int1: int, float1: float, str1: str, datetime1: datetime}
╭──────┬────────────────╮
│ nudb │ [list 0 items] │
╰──────┴────────────────╯
```
## stor insert
```nushell
❯ stor insert --table-name nudb --data-record {bool1: true, int1: 2, float1: 1.1, str1: fdncred, datetime1: 2023-04-17} 
╭──────┬───────────────╮
│ nudb │ [table 1 row] │
╰──────┴───────────────╯
```
## stor open
```nushell
❯ stor open | table -e 
╭──────┬────────────────────────────────────────────────────────────────────╮
│      │ ╭─#─┬id─┬bool1┬int1┬float1┬──str1───┬─────────datetime1──────────╮ │
│ nudb │ │ 0 │ 1 │   1 │  2 │ 1.10 │ fdncred │ 2023-04-17 00:00:00 +00:00 │ │
│      │ ╰───┴───┴─────┴────┴──────┴─────────┴────────────────────────────╯ │
╰──────┴────────────────────────────────────────────────────────────────────╯
```
## stor update
```nushell
❯ stor update --table-name nudb --update-record {str1: toby datetime1: 2021-04-17} --where-clause "bool1 = 1"
╭──────┬───────────────╮
│ nudb │ [table 1 row] │
╰──────┴───────────────╯
❯ stor open | table -e
╭──────┬─────────────────────────────────────────────────────────────────╮
│      │ ╭─#─┬id─┬bool1┬int1┬float1┬─str1─┬─────────datetime1──────────╮ │
│ nudb │ │ 0 │ 1 │   1 │  2 │ 1.10 │ toby │ 2021-04-17 00:00:00 +00:00 │ │
│      │ ╰───┴───┴─────┴────┴──────┴──────┴────────────────────────────╯ │
╰──────┴─────────────────────────────────────────────────────────────────╯
```
## insert another row
```nushell
❯ stor insert --table-name nudb --data-record {bool1: true, int1: 5, float1: 1.1, str1: fdncred, datetime1: 2023-04-17} 
╭──────┬────────────────╮
│ nudb │ [table 2 rows] │
╰──────┴────────────────╯
❯ stor open | table -e
╭──────┬────────────────────────────────────────────────────────────────────╮
│      │ ╭─#─┬id─┬bool1┬int1┬float1┬──str1───┬─────────datetime1──────────╮ │
│ nudb │ │ 0 │ 1 │   1 │  2 │ 1.10 │ toby    │ 2021-04-17 00:00:00 +00:00 │ │
│      │ │ 1 │ 2 │   1 │  5 │ 1.10 │ fdncred │ 2023-04-17 00:00:00 +00:00 │ │
│      │ ╰───┴───┴─────┴────┴──────┴─────────┴────────────────────────────╯ │
╰──────┴────────────────────────────────────────────────────────────────────╯
```
## stor delete (specific row(s))
```nushell
❯ stor delete --table-name nudb --where-clause "int1 == 5"
╭──────┬───────────────╮
│ nudb │ [table 1 row] │
╰──────┴───────────────╯
```
## insert multiple tables
```nushell
❯ stor create --table-name nudb1 --columns {bool1: bool, int1: int, float1: float, str1: str, datetime1: datetime}
╭───────┬────────────────╮
│ nudb  │ [table 1 row]  │
│ nudb1 │ [list 0 items] │
╰───────┴────────────────╯
❯ stor insert --table-name nudb1 --data-record {bool1: true, int1: 2, float1: 1.1, str1: fdncred, datetime1: 2023-04-17}
╭───────┬───────────────╮
│ nudb  │ [table 1 row] │
│ nudb1 │ [table 1 row] │
╰───────┴───────────────╯
❯ stor create --table-name nudb2 --columns {bool1: bool, int1: int, float1: float, str1: str, datetime1: datetime}
╭───────┬────────────────╮
│ nudb  │ [table 1 row]  │
│ nudb1 │ [table 1 row]  │
│ nudb2 │ [list 0 items] │
╰───────┴────────────────╯
❯ stor insert --table-name nudb2 --data-record {bool1: true, int1: 2, float1: 1.1, str1: fdncred, datetime1: 2023-04-17}
╭───────┬───────────────╮
│ nudb  │ [table 1 row] │
│ nudb1 │ [table 1 row] │
│ nudb2 │ [table 1 row] │
╰───────┴───────────────╯
```
## stor delete (specific table)
```nushell
❯ stor delete --table-name nudb1
╭───────┬───────────────╮
│ nudb  │ [table 1 row] │
│ nudb2 │ [table 1 row] │
╰───────┴───────────────╯
```
## stor reset (all tables are deleted)
```nushell
❯ stor reset
```
## stor export
```nushell
❯ stor export --file-name nudb.sqlite3
╭──────┬───────────────╮
│ nudb │ [table 1 row] │
╰──────┴───────────────╯
❯ open nudb.sqlite3 | table -e
╭──────┬────────────────────────────────────────────────────────────────────╮
│      │ ╭─#─┬id─┬bool1┬int1┬float1┬──str1───┬─────────datetime1──────────╮ │
│ nudb │ │ 0 │ 1 │   1 │  5 │ 1.10 │ fdncred │ 2023-04-17 00:00:00 +00:00 │ │
│      │ ╰───┴───┴─────┴────┴──────┴─────────┴────────────────────────────╯ │
╰──────┴────────────────────────────────────────────────────────────────────╯
❯ open nudb.sqlite3 | schema | table -e
╭────────┬─────────────────────────────────────────────────────────────────────────────────────────────────────────────╮
│        │ ╭──────┬──────────────────────────────────────────────────────────────────────────────────────────────────╮ │
│ tables │ │      │ ╭───────────────┬──────────────────────────────────────────────────────────────────────────────╮ │ │
│        │ │ nudb │ │               │ ╭─#─┬─cid─┬───name────┬─────type─────┬─notnull─┬───────default────────┬─pk─╮ │ │ │
│        │ │      │ │ columns       │ │ 0 │ 0   │ id        │ INTEGER      │ 1       │                      │ 1  │ │ │ │
│        │ │      │ │               │ │ 1 │ 1   │ bool1     │ BOOLEAN      │ 0       │                      │ 0  │ │ │ │
│        │ │      │ │               │ │ 2 │ 2   │ int1      │ INTEGER      │ 0       │                      │ 0  │ │ │ │
│        │ │      │ │               │ │ 3 │ 3   │ float1    │ REAL         │ 0       │                      │ 0  │ │ │ │
│        │ │      │ │               │ │ 4 │ 4   │ str1      │ VARCHAR(255) │ 0       │                      │ 0  │ │ │ │
│        │ │      │ │               │ │ 5 │ 5   │ datetime1 │ DATETIME     │ 0       │ STRFTIME('%Y-%m-%d   │ 0  │ │ │ │
│        │ │      │ │               │ │   │     │           │              │         │ %H:%M:%f', 'NOW')    │    │ │ │ │
│        │ │      │ │               │ ╰─#─┴─cid─┴───name────┴─────type─────┴─notnull─┴───────default────────┴─pk─╯ │ │ │
│        │ │      │ │ constraints   │ [list 0 items]                                                               │ │ │
│        │ │      │ │ foreign_keys  │ [list 0 items]                                                               │ │ │
│        │ │      │ │ indexes       │ [list 0 items]                                                               │ │ │
│        │ │      │ ╰───────────────┴──────────────────────────────────────────────────────────────────────────────╯ │ │
│        │ ╰──────┴──────────────────────────────────────────────────────────────────────────────────────────────────╯ │
╰────────┴─────────────────────────────────────────────────────────────────────────────────────────────────────────────╯
```
## Using with `query db`
```nushell
❯ stor open | query db "select * from nudb"
╭─#─┬id─┬bool1┬int1┬float1┬──str1───┬─────────datetime1──────────╮
│ 0 │ 1 │   1 │  5 │ 1.10 │ fdncred │ 2023-04-17 00:00:00 +00:00 │
╰───┴───┴─────┴────┴──────┴─────────┴────────────────────────────╯
```
## stor import
```nushell
❯ stor open
# note, nothing is returned. there is nothing in memory, atm.
❯ stor import --file-name nudb.sqlite3
╭──────┬───────────────╮
│ nudb │ [table 1 row] │
╰──────┴───────────────╯
❯ stor open | table -e 
╭──────┬────────────────────────────────────────────────────────────────────╮
│      │ ╭─#─┬id─┬bool1┬int1┬float1┬──str1───┬─────────datetime1──────────╮ │
│ nudb │ │ 0 │ 1 │   1 │  5 │ 1.10 │ fdncred │ 2023-04-17 00:00:00 +00:00 │ │
│      │ ╰───┴───┴─────┴────┴──────┴─────────┴────────────────────────────╯ │
╰──────┴────────────────────────────────────────────────────────────────────╯
```

TODO:
- [x] `stor export` - Export a fully formed sqlite db file. 
- [x] `stor import` - Imports a specified sqlite db file.
- [x] Perhaps feature-gate it with the sqlite feature
- [x] Update `query db` to work with the in-memory database
- [x] Remove `open --in-memory`

# User-Facing Changes
<!-- List of all changes that impact the user experience here. This
helps us keep track of breaking changes. -->

# Tests + Formatting
<!--
Don't forget to add tests that cover your changes.

Make sure you've run and fixed any issues with these commands:

- `cargo fmt --all -- --check` to check standard code formatting (`cargo
fmt --all` applies these changes)
- `cargo clippy --workspace -- -D warnings -D clippy::unwrap_used` to
check that you're using the standard code style
- `cargo test --workspace` to check that all tests pass (on Windows make
sure to [enable developer
mode](https://learn.microsoft.com/en-us/windows/apps/get-started/developer-mode-features-and-debugging))
- `cargo run -- -c "use std testing; testing run-tests --path
crates/nu-std"` to run the tests for the standard library

> **Note**
> from `nushell` you can also use the `toolkit` as follows
> ```bash
> use toolkit.nu # or use an `env_change` hook to activate it
automatically
> toolkit check pr
> ```
-->

# After Submitting
<!-- If your PR had any user-facing changes, update [the
documentation](https://github.com/nushell/nushell.github.io) after the
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-->
dmatos2012 pushed a commit to dmatos2012/nushell that referenced this pull request Feb 20, 2024
# Description

This PR adds the `stor` family of commands. These commands are meant to
create, open, insert, update, delete, reset data in an in-memory sqlite
database. This is really an experiment to see how creatively we can use
an in-memory database.

```
Usage:
  > stor

Subcommands:
  stor create - Create a table in the in-memory sqlite database
  stor delete - Delete a table or specified rows in the in-memory sqlite database
  stor export - Export the in-memory sqlite database to a sqlite database file
  stor import - Import a sqlite database file into the in-memory sqlite database
  stor insert - Insert information into a specified table in the in-memory sqlite database
  stor open - Opens the in-memory sqlite database
  stor reset - Reset the in-memory database by dropping all tables
  stor update - Update information in a specified table in the in-memory sqlite database

Flags:
  -h, --help - Display the help message for this command

Input/output types:
  ╭─#─┬──input──┬─output─╮
  │ 0 │ nothing │ string │
  ╰───┴─────────┴────────╯
```

### Examples

## stor create
```nushell
❯ stor create --table-name nudb --columns {bool1: bool, int1: int, float1: float, str1: str, datetime1: datetime}
╭──────┬────────────────╮
│ nudb │ [list 0 items] │
╰──────┴────────────────╯
```
## stor insert
```nushell
❯ stor insert --table-name nudb --data-record {bool1: true, int1: 2, float1: 1.1, str1: fdncred, datetime1: 2023-04-17} 
╭──────┬───────────────╮
│ nudb │ [table 1 row] │
╰──────┴───────────────╯
```
## stor open
```nushell
❯ stor open | table -e 
╭──────┬────────────────────────────────────────────────────────────────────╮
│      │ ╭─#─┬id─┬bool1┬int1┬float1┬──str1───┬─────────datetime1──────────╮ │
│ nudb │ │ 0 │ 1 │   1 │  2 │ 1.10 │ fdncred │ 2023-04-17 00:00:00 +00:00 │ │
│      │ ╰───┴───┴─────┴────┴──────┴─────────┴────────────────────────────╯ │
╰──────┴────────────────────────────────────────────────────────────────────╯
```
## stor update
```nushell
❯ stor update --table-name nudb --update-record {str1: toby datetime1: 2021-04-17} --where-clause "bool1 = 1"
╭──────┬───────────────╮
│ nudb │ [table 1 row] │
╰──────┴───────────────╯
❯ stor open | table -e
╭──────┬─────────────────────────────────────────────────────────────────╮
│      │ ╭─#─┬id─┬bool1┬int1┬float1┬─str1─┬─────────datetime1──────────╮ │
│ nudb │ │ 0 │ 1 │   1 │  2 │ 1.10 │ toby │ 2021-04-17 00:00:00 +00:00 │ │
│      │ ╰───┴───┴─────┴────┴──────┴──────┴────────────────────────────╯ │
╰──────┴─────────────────────────────────────────────────────────────────╯
```
## insert another row
```nushell
❯ stor insert --table-name nudb --data-record {bool1: true, int1: 5, float1: 1.1, str1: fdncred, datetime1: 2023-04-17} 
╭──────┬────────────────╮
│ nudb │ [table 2 rows] │
╰──────┴────────────────╯
❯ stor open | table -e
╭──────┬────────────────────────────────────────────────────────────────────╮
│      │ ╭─#─┬id─┬bool1┬int1┬float1┬──str1───┬─────────datetime1──────────╮ │
│ nudb │ │ 0 │ 1 │   1 │  2 │ 1.10 │ toby    │ 2021-04-17 00:00:00 +00:00 │ │
│      │ │ 1 │ 2 │   1 │  5 │ 1.10 │ fdncred │ 2023-04-17 00:00:00 +00:00 │ │
│      │ ╰───┴───┴─────┴────┴──────┴─────────┴────────────────────────────╯ │
╰──────┴────────────────────────────────────────────────────────────────────╯
```
## stor delete (specific row(s))
```nushell
❯ stor delete --table-name nudb --where-clause "int1 == 5"
╭──────┬───────────────╮
│ nudb │ [table 1 row] │
╰──────┴───────────────╯
```
## insert multiple tables
```nushell
❯ stor create --table-name nudb1 --columns {bool1: bool, int1: int, float1: float, str1: str, datetime1: datetime}
╭───────┬────────────────╮
│ nudb  │ [table 1 row]  │
│ nudb1 │ [list 0 items] │
╰───────┴────────────────╯
❯ stor insert --table-name nudb1 --data-record {bool1: true, int1: 2, float1: 1.1, str1: fdncred, datetime1: 2023-04-17}
╭───────┬───────────────╮
│ nudb  │ [table 1 row] │
│ nudb1 │ [table 1 row] │
╰───────┴───────────────╯
❯ stor create --table-name nudb2 --columns {bool1: bool, int1: int, float1: float, str1: str, datetime1: datetime}
╭───────┬────────────────╮
│ nudb  │ [table 1 row]  │
│ nudb1 │ [table 1 row]  │
│ nudb2 │ [list 0 items] │
╰───────┴────────────────╯
❯ stor insert --table-name nudb2 --data-record {bool1: true, int1: 2, float1: 1.1, str1: fdncred, datetime1: 2023-04-17}
╭───────┬───────────────╮
│ nudb  │ [table 1 row] │
│ nudb1 │ [table 1 row] │
│ nudb2 │ [table 1 row] │
╰───────┴───────────────╯
```
## stor delete (specific table)
```nushell
❯ stor delete --table-name nudb1
╭───────┬───────────────╮
│ nudb  │ [table 1 row] │
│ nudb2 │ [table 1 row] │
╰───────┴───────────────╯
```
## stor reset (all tables are deleted)
```nushell
❯ stor reset
```
## stor export
```nushell
❯ stor export --file-name nudb.sqlite3
╭──────┬───────────────╮
│ nudb │ [table 1 row] │
╰──────┴───────────────╯
❯ open nudb.sqlite3 | table -e
╭──────┬────────────────────────────────────────────────────────────────────╮
│      │ ╭─#─┬id─┬bool1┬int1┬float1┬──str1───┬─────────datetime1──────────╮ │
│ nudb │ │ 0 │ 1 │   1 │  5 │ 1.10 │ fdncred │ 2023-04-17 00:00:00 +00:00 │ │
│      │ ╰───┴───┴─────┴────┴──────┴─────────┴────────────────────────────╯ │
╰──────┴────────────────────────────────────────────────────────────────────╯
❯ open nudb.sqlite3 | schema | table -e
╭────────┬─────────────────────────────────────────────────────────────────────────────────────────────────────────────╮
│        │ ╭──────┬──────────────────────────────────────────────────────────────────────────────────────────────────╮ │
│ tables │ │      │ ╭───────────────┬──────────────────────────────────────────────────────────────────────────────╮ │ │
│        │ │ nudb │ │               │ ╭─#─┬─cid─┬───name────┬─────type─────┬─notnull─┬───────default────────┬─pk─╮ │ │ │
│        │ │      │ │ columns       │ │ 0 │ 0   │ id        │ INTEGER      │ 1       │                      │ 1  │ │ │ │
│        │ │      │ │               │ │ 1 │ 1   │ bool1     │ BOOLEAN      │ 0       │                      │ 0  │ │ │ │
│        │ │      │ │               │ │ 2 │ 2   │ int1      │ INTEGER      │ 0       │                      │ 0  │ │ │ │
│        │ │      │ │               │ │ 3 │ 3   │ float1    │ REAL         │ 0       │                      │ 0  │ │ │ │
│        │ │      │ │               │ │ 4 │ 4   │ str1      │ VARCHAR(255) │ 0       │                      │ 0  │ │ │ │
│        │ │      │ │               │ │ 5 │ 5   │ datetime1 │ DATETIME     │ 0       │ STRFTIME('%Y-%m-%d   │ 0  │ │ │ │
│        │ │      │ │               │ │   │     │           │              │         │ %H:%M:%f', 'NOW')    │    │ │ │ │
│        │ │      │ │               │ ╰─#─┴─cid─┴───name────┴─────type─────┴─notnull─┴───────default────────┴─pk─╯ │ │ │
│        │ │      │ │ constraints   │ [list 0 items]                                                               │ │ │
│        │ │      │ │ foreign_keys  │ [list 0 items]                                                               │ │ │
│        │ │      │ │ indexes       │ [list 0 items]                                                               │ │ │
│        │ │      │ ╰───────────────┴──────────────────────────────────────────────────────────────────────────────╯ │ │
│        │ ╰──────┴──────────────────────────────────────────────────────────────────────────────────────────────────╯ │
╰────────┴─────────────────────────────────────────────────────────────────────────────────────────────────────────────╯
```
## Using with `query db`
```nushell
❯ stor open | query db "select * from nudb"
╭─#─┬id─┬bool1┬int1┬float1┬──str1───┬─────────datetime1──────────╮
│ 0 │ 1 │   1 │  5 │ 1.10 │ fdncred │ 2023-04-17 00:00:00 +00:00 │
╰───┴───┴─────┴────┴──────┴─────────┴────────────────────────────╯
```
## stor import
```nushell
❯ stor open
# note, nothing is returned. there is nothing in memory, atm.
❯ stor import --file-name nudb.sqlite3
╭──────┬───────────────╮
│ nudb │ [table 1 row] │
╰──────┴───────────────╯
❯ stor open | table -e 
╭──────┬────────────────────────────────────────────────────────────────────╮
│      │ ╭─#─┬id─┬bool1┬int1┬float1┬──str1───┬─────────datetime1──────────╮ │
│ nudb │ │ 0 │ 1 │   1 │  5 │ 1.10 │ fdncred │ 2023-04-17 00:00:00 +00:00 │ │
│      │ ╰───┴───┴─────┴────┴──────┴─────────┴────────────────────────────╯ │
╰──────┴────────────────────────────────────────────────────────────────────╯
```

TODO:
- [x] `stor export` - Export a fully formed sqlite db file. 
- [x] `stor import` - Imports a specified sqlite db file.
- [x] Perhaps feature-gate it with the sqlite feature
- [x] Update `query db` to work with the in-memory database
- [x] Remove `open --in-memory`

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