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GOGraph

GO用指定的过滤条件遍历图，并返回结果。

openCypher 兼容性Graph

本文操作仅适用于原生 nGQL。

语法Graph

GO [[<M> TO] <N> STEPS ] FROM <vertex_list>
OVER <edge_type_list> [{REVERSELY | BIDIRECT}]
[ WHERE <conditions> ]
[YIELD [DISTINCT] <return_list>]
[{SAMPLE <sample_list> | <limit_by_list_clause>}]
[| GROUP BY {col_name | expr | position} YIELD <col_name>]
[| ORDER BY <expression> [{ASC | DESC}]]
[| LIMIT [<offset>,] <number_rows>];

<vertex_list> ::=
    <vid> [, <vid> ...]

<edge_type_list> ::=
   edge_type [, edge_type ...]
   | *

<return_list> ::=
    <col_name> [AS <col_alias>] [, <col_name> [AS <col_alias>] ...]

  • <N> STEPS：指定跳数。如果没有指定跳数，默认值N为1。如果N为0，NebulaGraph 不会检索任何边。

    Note

    GO语句采用的路径类型是walk，即遍历时点和边可以重复。详情参见Graph。

  • M TO N STEPS：遍历M~N跳的边。如果M为0，输出结果和M为1相同，即GO 0 TO 2和GO 1 TO 2是相同的。
  • <vertex_list>：用逗号分隔的点 ID 列表，或特殊的引用符$-.id。详情参见Graph。
  • <edge_type_list>：遍历的 Edge type 列表。
  • REVERSELY | BIDIRECT：默认情况下检索的是<vertex_list>的出边（正向），REVERSELY表示反向，即检索入边；BIDIRECT 为双向，即检索正向和反向，通过返回 <edge_type>._type 字段判断方向，其正数为正向，负数为反向。

  • WHERE <conditions>：指定遍历的过滤条件。用户可以在起始点、目的点和边使用WHERE子句，还可以结合AND、OR、NOT、XOR一起使用。详情参见 Graph。

    Note

    遍历多个 Edge type 时，WHERE子句有一些限制。例如不支持WHERE edge1.prop1 > edge2.prop2。

  • YIELD [DISTINCT] <return_list>：定义需要返回的输出。<return_list>建议使用 Graph。如果没有指定，默认返回目的点 ID。
  • SAMPLE <sample_list>：用于在结果集中取样。详情参见 Graph。
  • limit_by_list_clause：用于在遍历过程中逐步限制输出数量。详情参见 Graph。
  • GROUP BY：根据指定属性的值将输出分组。详情参见 Graph。分组后需要再次使用YIELD定义需要返回的输出。

  • ORDER BY：指定输出结果的排序规则。详情参见 Graph。

    Note

    没有指定排序规则时，输出结果的顺序不是固定的。

  • LIMIT [<offset>,] <number_rows>]：限制输出结果的行数。详情参见 Graph。

示例Graph

# 返回 player102 所属队伍。
nebula> GO FROM "player102" OVER serve;
+------------+
| serve._dst |
+------------+
| "team203"  |
| "team204"  |
+------------+

# 返回距离 player102 两跳的朋友。
nebula> GO 2 STEPS FROM "player102" OVER follow;
+-------------+
| follow._dst |
+-------------+
| "player101" |
| "player125" |
+-------------+
...

# 添加过滤条件。
nebula> GO FROM "player100", "player102" OVER serve \
        WHERE serve.start_year > 1995 \
        YIELD DISTINCT properties($$).name AS team_name, properties(edge).start_year AS start_year, properties($^).name AS player_name;

+-----------------+------------+---------------------+
| team_name       | start_year | player_name         |
+-----------------+------------+---------------------+
| "Spurs"         | 1997       | "Tim Duncan"        |
| "Trail Blazers" | 2006       | "LaMarcus Aldridge" |
| "Spurs"         | 2015       | "LaMarcus Aldridge" |
+-----------------+------------+---------------------+

# 遍历多个 Edge type。属性没有值时，会显示 UNKNOWN_PROP。
nebula> GO FROM "player100" OVER follow, serve \
        YIELD properties(edge).degree, properties(edge).start_year;
+-------------------------+-----------------------------+
| properties(EDGE).degree | properties(EDGE).start_year |
+-------------------------+-----------------------------+
| 95                      | UNKNOWN_PROP                |
| UNKNOWN_PROP            | 1997                        |
+-------------------------+-----------------------------+

# 返回 player100 入方向的邻居点。
nebula> GO FROM "player100" OVER follow REVERSELY \
        YIELD src(edge) AS destination;
+-------------+
| destination |
+-------------+
| "player101" |
| "player102" |
+-------------+
...

# 该 MATCH 查询与上一个 GO 查询具有相同的语义。
nebula> MATCH (v)<-[e:follow]- (v2) WHERE id(v) == 'player100' \
        RETURN id(v2) AS destination;
+-------------+
| destination |
+-------------+
| "player101" |
| "player102" |
+-------------+
...

# 查询 player100 的朋友和朋友所属队伍。
nebula> GO FROM "player100" OVER follow REVERSELY \
        YIELD src(edge) AS id | \
        GO FROM $-.id OVER serve \
        WHERE $^.player.age > 20 \
        YIELD properties($^).name AS FriendOf, properties($$).name AS Team;
+---------------------+-----------------+
| FriendOf            | Team            |
+---------------------+-----------------+
| "Boris Diaw"        | "Spurs"         |
| "Boris Diaw"        | "Jazz"          |
| "Boris Diaw"        | "Suns"          |
...

# 该 MATCH 查询与上一个 GO 查询具有相同的语义。
nebula> MATCH (v)<-[e:follow]- (v2)-[e2:serve]->(v3)  \
        WHERE id(v) == 'player100' \
        RETURN v2.name AS FriendOf, v3.name AS Team;
+---------------------+-----------------+
| FriendOf            | Team            |
+---------------------+-----------------+
| "Boris Diaw"        | "Spurs"         |
| "Boris Diaw"        | "Jazz"          |
| "Boris Diaw"        | "Suns"          |
...

# 查询 player100 1~2 跳内的朋友。
nebula> GO 1 TO 2 STEPS FROM "player100" OVER follow \
        YIELD dst(edge) AS destination;
+-------------+
| destination |
+-------------+
| "player101" |
| "player125" |
...

# 该 MATCH 查询与上一个 GO 查询具有相同的语义。
nebula> MATCH (v) -[e:follow*1..2]->(v2) \
        WHERE id(v) == "player100" \
        RETURN id(v2) AS destination;
+-------------+
| destination |
+-------------+
| "player100" |
| "player102" |
...

# 根据年龄分组。
nebula> GO 2 STEPS FROM "player100" OVER follow \
        YIELD src(edge) AS src, dst(edge) AS dst, properties($$).age AS age \
        | GROUP BY $-.dst \
        YIELD $-.dst AS dst, collect_set($-.src) AS src, collect($-.age) AS age;
+-------------+----------------------------+----------+
| dst         | src                        | age      |
+-------------+----------------------------+----------+
| "player125" | ["player101"]              | [41]     |
| "player100" | ["player125", "player101"] | [42, 42] |
| "player102" | ["player101"]              | [33]     |
+-------------+----------------------------+----------+

# 分组并限制输出结果的行数。
nebula> $a = GO FROM "player100" OVER follow YIELD src(edge) AS src, dst(edge) AS dst; \
        GO 2 STEPS FROM $a.dst OVER follow \
        YIELD $a.src AS src, $a.dst, src(edge), dst(edge) \
        | ORDER BY $-.src | OFFSET 1 LIMIT 2;
+-------------+-------------+-------------+-------------+
| src         | $a.dst      | src(EDGE)   | dst(EDGE)   |
+-------------+-------------+-------------+-------------+
| "player100" | "player125" | "player100" | "player101" |
| "player100" | "player101" | "player100" | "player125" |
+-------------+-------------+-------------+-------------+

# 在多个边上通过 IS NOT EMPTY 进行判断。
nebula> GO FROM "player100" OVER follow WHERE $$.player.name IS NOT EMPTY YIELD dst(edge);
+-------------+
| dst(EDGE)   |
+-------------+
| "player125" |
| "player101" |
+-------------+
最后更新: January 17, 2022
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