Combiner des colonnes

Nettoyer des données dans des bases de données PostgreSQL

Darryl Reeves, Ph.D.

Industry Assistant Professor, New York University

Combiner des colonnes (exemple)

Concaténation

 name                         |  boro  | building |      street      | zip_code | ... 
 -----------------------------+--------+----------+------------------+----------+-----
 ...                          | ...    | ...      | ...              | ...      | ...
 DARBAR'S CHICKEN & RIBS      | Queens | 12609    | LIBERTY AVE      | 11419    | ...
 F & J PINE RESTAURANT        | Bronx  | 1913     | BRONXDALE AVENUE | 10462    | ...
 EL RINCONCITO DE LOS SABORES | Queens | 13933    | 89TH AVE         | 11435    | ...
 DON NICO'S                   | Queens | 9014     | 161ST ST         | 11432    | ...
 ASTORIA PIZZA                | Queens | 3204B    | 30TH AVE         | 11102    | ...
 ...                          | ...    | ...      | ...              | ...      | ...

Restaurant Name
Street Address
Boro, NY Zipcode

Assembler des valeurs avec CONCAT()

CONCAT(string1 [, string2, string3, ...])
CONCAT('data', 'cleaning', 'is', 'fun') → datacleaningisfun
CONCAT('data', ' ', 'cleaning', ' ', 'is', ' ', 'fun') → data cleaning is fun

Assembler des valeurs avec CONCAT()

SELECT
  CONCAT(
      name, E'\n',
      building, ' ', street, E'\n',
      boro, ', NY ', zip_code
  ) AS mailing_address
FROM
  restaurant_inspection;

 mailing_address        
 ---------------------------
 DARBAR'S CHICKEN & RIBS     +
 12609 LIBERTY AVE           +
 Queens, NY 11419
 F & J PINE RESTAURANT       +
 1913 BRONXDALE AVENUE       +
 Bronx, NY 10462
 EL RINCONCITO DE LOS SABORES+
 13933 89TH AVE              +
 Queens, NY 11435
 DON NICO'S                  +
 9014 161ST ST               +
 Queens, NY 11432
 ASTORIA PIZZA               +
 3204B 30TH AVE              +
 Queens, NY 11102

Assembler des valeurs avec CONCAT()

 name                   |  boro     | building |      street               | zip_code | ... 
 -----------------------+-----------+----------+---------------------------+----------+-----
 ...                    | ...       | ...      | ...                       | ...      | ...
 IRVING FARMS           | Queens    |          | CENTRAL TERMINAL BUILDING | 11371    | ...
 DON PEPIS DELICATESSEN | Manhattan |          | AMTRAK LEVEL              | 10001    | ...
 DUNKIN'                | Queens    |          | CENTRAL TERMINAL BLDG     | 11371    | ...
                        | Queens    | 17111    | JAMAICA AVE               | 11432    | ...
                        | Brooklyn  | 1489     | FULTON STREET             | 11216    | ...
 ...                    | ...       | ...      | ...                       | ...      | ...

Assembler des valeurs avec CONCAT()

SELECT
  CONCAT(
      name, E'\n',
      building, ' ', street, E'\n',
      boro, ', NY ', zip_code
  ) AS mailing_address
FROM
  restaurant_inspection;

      mailing_address       
 ---------------------------
 IRVING FARMS              +
  CENTRAL TERMINAL BUILDING+
 Queens, NY 11371
 DON PEPIS DELICATESSEN    +
  AMTRAK LEVEL             +
 Manhattan, NY 10001
 DUNKIN'                   +
  CENTRAL TERMINAL BLDG    +
 Queens, NY 11371
                           +
 17111 JAMAICA AVE         +
 Queens, NY 11432
                           +
 1489 FULTON STREET        +
 Brooklyn, NY 11216

Assembler des valeurs avec ||

string1 || string2 [ || string3 || ...]

SELECT 'data' || ' ' || 'cleaning' || ' ' || 'is' || ' ' || 'fun';

data cleaning is fun

Arguments avec valeur NULL → valeur NULL

SELECT
  name || E'\n' ||
  building || ' ' || street || E'\n'
  || boro || ', NY ' || zip_code AS mailing_address
FROM
  restaurant_inspection

Assembler des valeurs avec ||

 name             |    mailing_address    
 -----------------+-----------------------
 SCHNIPPERS       | SCHNIPPERS           +
                  | 570 LEXINGTON AVENUE +
                  | Manhattan, NY 10022
 ATOMIC WINGS     | 
 WING LING        | WING LING            +
                  | 159B EAST  170 STREET+
                  | Bronx, NY 10452
 JUAN VALDEZ CAFE | JUAN VALDEZ CAFE     +
                  | 140 EAST   57 STREET +
                  | Manhattan, NY 10022
 FULTON GRAND     | FULTON GRAND         +
                  | 1011 FULTON STREET   +
                  | Brooklyn, NY 11238

Passons à la pratique !

Nettoyer des données dans des bases de données PostgreSQL