提供一種更簡便的方式與數據庫交互:db.py

jopen 10年前發布 | 17K 次閱讀 db.py Python開發

db.py提供一種更簡單的方法來與數據庫進行交互。這使得它更容易瀏覽表,列,視圖等。可以將重點放在用戶交互,信息顯示,并提供易于使用的輔助功能。db.py使用 pandas 來管理數據,所以如果你已經使用 pandas,會覺得 db.py 使用更加自然。它還完全兼容 IPython Notebook。所以不僅是db.py極強的功能,它也很漂亮。

數據庫支持

  • PostgreSQL
  • MySQL
  • SQLite
  • Redshift
  • MS SQL Server
  • Oracle

>>> from db import DemoDB # or connect to your own using DB. see below
>>> db = DemoDB() # comes from: http://chinookdatabase.codeplex.com/
>>> db.tables
+---------------+----------------------------------------------------------------------------------+
| Table         | Columns                                                                          |
+---------------+----------------------------------------------------------------------------------+
| Album         | AlbumId, Title, ArtistId                                                         |
| Artist        | ArtistId, Name                                                                   |
| Customer      | CustomerId, FirstName, LastName, Company, Address, City, State, Country, PostalC |
|               | ode, Phone, Fax, Email, SupportRepId                                             |
| Employee      | EmployeeId, LastName, FirstName, Title, ReportsTo, BirthDate, HireDate, Address, |
|               |  City, State, Country, PostalCode, Phone, Fax, Email                             |
| Genre         | GenreId, Name                                                                    |
| Invoice       | InvoiceId, CustomerId, InvoiceDate, BillingAddress, BillingCity, BillingState, B |
|               | illingCountry, BillingPostalCode, Total                                          |
| InvoiceLine   | InvoiceLineId, InvoiceId, TrackId, UnitPrice, Quantity                           |
| MediaType     | MediaTypeId, Name                                                                |
| Playlist      | PlaylistId, Name                                                                 |
| PlaylistTrack | PlaylistId, TrackId                                                              |
| Track         | TrackId, Name, AlbumId, MediaTypeId, GenreId, Composer, Milliseconds, Bytes, Uni |
|               | tPrice                                                                           |
+---------------+----------------------------------------------------------------------------------+
>>> db.tables.Customer
+------------------------------------------------------------------------+
|                                Customer                                |
+--------------+--------------+---------------------+--------------------+
| Column       | Type         | Foreign Keys        | Reference Keys     |
+--------------+--------------+---------------------+--------------------+
| CustomerId   | INTEGER      |                     | Invoice.CustomerId |
| FirstName    | NVARCHAR(40) |                     |                    |
| LastName     | NVARCHAR(20) |                     |                    |
| Company      | NVARCHAR(80) |                     |                    |
| Address      | NVARCHAR(70) |                     |                    |
| City         | NVARCHAR(40) |                     |                    |
| State        | NVARCHAR(40) |                     |                    |
| Country      | NVARCHAR(40) |                     |                    |
| PostalCode   | NVARCHAR(10) |                     |                    |
| Phone        | NVARCHAR(24) |                     |                    |
| Fax          | NVARCHAR(24) |                     |                    |
| Email        | NVARCHAR(60) |                     |                    |
| SupportRepId | INTEGER      | Employee.EmployeeId |                    |
+--------------+--------------+---------------------+--------------------+
>>> db.tables.Customer.sample()
   CustomerId  FirstName    LastName  \
0           4      Bj?rn      Hansen
1          26    Richard  Cunningham
2           1       Luís   Gon?alves
3          21      Kathy       Chase
4           6     Helena        Holy
5          14       Mark     Philips
6          49  Stanis?aw      Wójcik
7          19        Tim       Goyer
8          45   Ladislav      Kovács
9           8       Daan     Peeters

                                            Company  \
0                                              None
1                                              None
2  Embraer - Empresa Brasileira de Aeronáutica S.A.
3                                              None
4                                              None
5                                             Telus
6                                              None
7                                        Apple Inc.
8                                              None
9                                              None

                           Address                 City State         Country  \
0                 Ullev?lsveien 14                 Oslo  None          Norway
1              2211 W Berry Street           Fort Worth    TX             USA
2  Av. Brigadeiro Faria Lima, 2170  S?o José dos Campos    SP          Brazil
3                 801 W 4th Street                 Reno    NV             USA
4                    Rilská 3174/6               Prague  None  Czech Republic
5                   8210 111 ST NW             Edmonton    AB          Canada
6                     Ordynacka 10               Warsaw  None          Poland
7                  1 Infinite Loop            Cupertino    CA             USA
8                Erzsébet krt. 58.             Budapest  None         Hungary
9                  Grétrystraat 63             Brussels  None         Belgium

  PostalCode               Phone                 Fax  \
0       0171     +47 22 44 22 22                None
1      76110   +1 (817) 924-7272                None
2  12227-000  +55 (12) 3923-5555  +55 (12) 3923-5566
3      89503   +1 (775) 223-7665                None
4      14300    +420 2 4177 0449                None
5    T6G 2C7   +1 (780) 434-4554   +1 (780) 434-5565
6     00-358    +48 22 828 37 39                None
7      95014   +1 (408) 996-1010   +1 (408) 996-1011
8     H-1073                None                None
9       1000    +32 02 219 03 03                None

                      Email  SupportRepId
0     bjorn.hansen@yahoo.no             4
1  ricunningham@hotmail.com             4
2      luisg@embraer.com.br             3
3       kachase@hotmail.com             5
4           hholy@gmail.com             5
5        mphilips12@shaw.ca             5
6    stanis?aw.wójcik@wp.pl             4
7          tgoyer@apple.com             3
8  ladislav_kovacs@apple.hu             3
9     daan_peeters@apple.be             4
>>> db.find_column("*Name*")
+-----------+-------------+---------------+
| Table     | Column Name | Type          |
+-----------+-------------+---------------+
| Artist    |     Name    | NVARCHAR(120) |
| Customer  |  FirstName  | NVARCHAR(40)  |
| Customer  |   LastName  | NVARCHAR(20)  |
| Employee  |  FirstName  | NVARCHAR(20)  |
| Employee  |   LastName  | NVARCHAR(20)  |
| Genre     |     Name    | NVARCHAR(120) |
| MediaType |     Name    | NVARCHAR(120) |
| Playlist  |     Name    | NVARCHAR(120) |
| Track     |     Name    | NVARCHAR(200) |
+-----------+-------------+---------------+
>>> db.find_table("A*")
+--------+--------------------------+
| Table  | Columns                  |
+--------+--------------------------+
| Album  | AlbumId, Title, ArtistId |
| Artist | ArtistId, Name           |
+--------+--------------------------+
>>> db.query("select * from Artist limit 10;")
   ArtistId                  Name
0         1                 AC/DC
1         2                Accept
2         3             Aerosmith
3         4     Alanis Morissette
4         5       Alice In Chains
5         6  Ant?nio Carlos Jobim
6         7          Apocalyptica
7         8            Audioslave
8         9              BackBeat
9        10          Billy Cobham

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