sql - 使用 EXTENSION address_standardizer 的 parse_address 的错误输出

Question

我正在尝试清理和解析地址，但在使用相同扩展名“address_standardizer”的两个查询之间没有得到解析结果。在我的主要查询中，只解析了某些城市。州和 zip 都很好。然而，在测试为什么它缺少大多数城市时，我在测试查询中看到了城市。

我正在使用相同的基本查询 here修改为:

SELECT city, (a).num, (a).street, (a).city, (a).state, (a).zip, (a).zipplus
FROM (SELECT city, parse_address(city) As a
 from add_data
where city ~ ', *\D\D \d{5}$') AS p;

这导致:

city                    |num|street |city|state |zip  |zipplus
HONOLULU, HI 96819      |   |       |    |HI    |96819|
NEW YORK, NY 10018      |   |       |    |NY    |10018|
NEWHALL, CA 91321       |   |       |    |CA    |91321|
LONG BEACH, CA 90815    |   |       |    |CA    |90815|
LYNNFIELD, MA 01940     |   |       |    |MA    |01940|
CHATTANOOGA, TN 37407   |   |       |    |TN    |37407|

所以我测试了:

select city, parse_address(city) as cty
from add_data
where city ~ ', *\D\D \d{5}$';

这给了我预期的城市、州和 zip 解析:

city                        |cty
BEVERLY HILLS, CA 90213     |(,,,"BEVERLY HILLS",,CA,90213,""US)
OXNARD, CA 93031            |(,,,"OXNARD",,CA|93031,""US)
STREETSBOSO, OH 44241       |(,,,"STREETSBOSO",,OH,44241,""US)
OMAHA, NE 68114             |(,,,"OMAHA",,NE,68114,""US)
CHATTANOOGA, TN 37401       |(,,,"CHATTANOOGA",,TN,37401,""US)
CUYAHOCA HEIGHTS, OH 44125  |(,,,"CUYAHOCA HEIGHTS",,OH,44125,""US)

我不确定我的查询在哪里会丢失正在解析的城市，而它仍然处理状态和 zipper 。我将如何重写查询以获得正确的解析结果？

Answer 1

parse_address 需要一个完整的输入，或者一些地址部分缺失的指示。

首先，它有助于显示输出列名称:我们看到城市未被解析，因为它在 address1 列中，这是街道信息的聚合。

select (parse_address('BEVERLY HILLS, CA 90213')).*;
 num | street | street2 |   address1    | city | state |  zip  | zipplus | country
-----+--------+---------+---------------+------+-------+-------+---------+---------
     |        |         | BEVERLY HILLS |      | CA    | 90213 |         | US
(1 row)

如果我们添加街道信息，则可以正确识别城市。

select (parse_address('123 ab street BEVERLY HILLS, CA 90213')).*;
 num |  street   | street2 |   address1    |     city      | state |  zip  | zipplus | country
-----+-----------+---------+---------------+---------------+-------+-------+---------+---------
 123 | ab street |         | 123 ab street | BEVERLY HILLS | CA    | 90213 |         | US
(1 row)

要正确解析不包含街道的地址的城市名称，您需要通过添加前导逗号来明确告知没有街道信息。

select (parse_address(',BEVERLY HILLS, CA 90213')).*;
 num | street | street2 | address1 |     city      | state |  zip  | zipplus | country
-----+--------+---------+----------+---------------+-------+-------+---------+---------
     |        |         |          | BEVERLY HILLS | CA    | 90213 |         | US
(1 row)

请注意，对于非标准街道类型或复杂情况，也需要在街道和城市之间添加逗号:

select (parse_address('123 ab MystreetType BEVERLY HILLS, CA 90213')).*;
 num |         street          | street2 |          address1           | city  | state |  zip  | zipplus | country
-----+-------------------------+---------+-----------------------------+-------+-------+-------+---------+---------
 123 | ab MystreetType BEVERLY |         | 123 ab MystreetType BEVERLY | HILLS | CA    | 90213 |         | US
(1 row)


select (parse_address('123 ab MystreetType, BEVERLY HILLS, CA 90213')).*;
 num |     street      | street2 |      address1       |     city      | state |  zip  | zipplus | country
-----+-----------------+---------+---------------------+---------------+-------+-------+---------+---------
 123 | ab MystreetType |         | 123 ab MystreetType | BEVERLY HILLS | CA    | 90213 |         | US