我有两个YAML文件,“A”和“B”,我希望将A的内容插入到B中,要么拼接到现有的数据结构中,就像数组一样,要么作为元素的子元素,就像某个散列键的值一样。
这可能吗?怎么做?如果不是,是否有指向规范引用的指针?
我有两个YAML文件,“A”和“B”,我希望将A的内容插入到B中,要么拼接到现有的数据结构中,就像数组一样,要么作为元素的子元素,就像某个散列键的值一样。
这可能吗?怎么做?如果不是,是否有指向规范引用的指针?
当前回答
结合其他答案,这里是一个简短的解决方案,没有重载Loader类,它可以与任何加载器操作文件:
import json
from pathlib import Path
from typing import Any
import yaml
def yaml_include_constructor(loader: yaml.BaseLoader, node: yaml.Node) -> Any:
"""Include file referenced with !include node"""
# noinspection PyTypeChecker
fp = Path(loader.name).parent.joinpath(loader.construct_scalar(node)).resolve()
fe = fp.suffix.lstrip(".")
with open(fp, 'r') as f:
if fe in ("yaml", "yml"):
return yaml.load(f, type(loader))
elif fe in ("json", "jsn"):
return json.load(f)
else:
return f.read()
def main():
loader = yaml.SafeLoader # Works with any loader
loader.add_constructor("!include", yaml_include_constructor)
with open(...) as f:
yml = yaml.load(f, loader)
PyTypeChecker的存在是为了防止pep检查警告预期类型'ScalarNode',得到'节点'而不是通过节点:yaml。节点到loader.construct_scalar()。
如果yaml。加载输入流不是文件流,因为loader.name在这种情况下不包含路径:
class Reader(object):
...
def __init__(self, stream):
...
if isinstance(stream, str):
self.name = "<unicode string>"
...
elif isinstance(stream, bytes):
self.name = "<byte string>"
...
else:
self.name = getattr(stream, 'name', "<file>")
...
在我的用例中,我知道只包含YAML文件,所以解决方案可以进一步简化:
def yaml_include_constructor(loader: yaml.Loader, node: yaml.Node) -> Any:
"""Include YAML file referenced with !include node"""
with open(Path(loader.name).parent.joinpath(loader.construct_yaml_str(node)).resolve(), 'r') as f:
return yaml.load(f, type(loader))
Loader = yaml.SafeLoader # Works with any loader
Loader.add_constructor("!include", yaml_include_constructor)
def main():
with open(...) as f:
yml = yaml.load(f, Loader=Loader)
甚至是使用lambda的一行代码:
Loader = yaml.SafeLoader # Works with any loader
Loader.add_constructor("!include",
lambda l, n: yaml.load(Path(l.name).parent.joinpath(l.construct_scalar(n)).read_text(), type(l)))
其他回答
我举了一些例子供你参考。
import yaml
main_yaml = """
Package:
- !include _shape_yaml
- !include _path_yaml
"""
_shape_yaml = """
# Define
Rectangle: &id_Rectangle
name: Rectangle
width: &Rectangle_width 20
height: &Rectangle_height 10
area: !product [*Rectangle_width, *Rectangle_height]
Circle: &id_Circle
name: Circle
radius: &Circle_radius 5
area: !product [*Circle_radius, *Circle_radius, pi]
# Setting
Shape:
property: *id_Rectangle
color: red
"""
_path_yaml = """
# Define
Root: &BASE /path/src/
Paths:
a: &id_path_a !join [*BASE, a]
b: &id_path_b !join [*BASE, b]
# Setting
Path:
input_file: *id_path_a
"""
# define custom tag handler
def yaml_import(loader, node):
other_yaml_file = loader.construct_scalar(node)
return yaml.load(eval(other_yaml_file), Loader=yaml.SafeLoader)
def yaml_product(loader, node):
import math
list_data = loader.construct_sequence(node)
result = 1
pi = math.pi
for val in list_data:
result *= eval(val) if isinstance(val, str) else val
return result
def yaml_join(loader, node):
seq = loader.construct_sequence(node)
return ''.join([str(i) for i in seq])
def yaml_ref(loader, node):
ref = loader.construct_sequence(node)
return ref[0]
def yaml_dict_ref(loader: yaml.loader.SafeLoader, node):
dict_data, key, const_value = loader.construct_sequence(node)
return dict_data[key] + str(const_value)
def main():
# register the tag handler
yaml.SafeLoader.add_constructor(tag='!include', constructor=yaml_import)
yaml.SafeLoader.add_constructor(tag='!product', constructor=yaml_product)
yaml.SafeLoader.add_constructor(tag='!join', constructor=yaml_join)
yaml.SafeLoader.add_constructor(tag='!ref', constructor=yaml_ref)
yaml.SafeLoader.add_constructor(tag='!dict_ref', constructor=yaml_dict_ref)
config = yaml.load(main_yaml, Loader=yaml.SafeLoader)
pk_shape, pk_path = config['Package']
pk_shape, pk_path = pk_shape['Shape'], pk_path['Path']
print(f"shape name: {pk_shape['property']['name']}")
print(f"shape area: {pk_shape['property']['area']}")
print(f"shape color: {pk_shape['color']}")
print(f"input file: {pk_path['input_file']}")
if __name__ == '__main__':
main()
输出
shape name: Rectangle
shape area: 200
shape color: red
input file: /path/src/a
更新2
你可以把它们结合起来,像这样
# xxx.yaml
CREATE_FONT_PICTURE:
PROJECTS:
SUNG: &id_SUNG
name: SUNG
work_dir: SUNG
output_dir: temp
font_pixel: 24
DEFINE: &id_define !ref [*id_SUNG] # you can use config['CREATE_FONT_PICTURE']['DEFINE'][name, work_dir, ... font_pixel]
AUTO_INIT:
basename_suffix: !dict_ref [*id_define, name, !product [5, 3, 2]] # SUNG30
# ↓ This is not correct.
# basename_suffix: !dict_ref [*id_define, name, !product [5, 3, 2]] # It will build by Deep-level. id_define is Deep-level: 2. So you must put it after 2. otherwise, it can't refer to the correct value.
标准YAML 1.2本身不包括这个特性。尽管如此,许多实现提供了一些扩展来实现这一点。
我给出了一种使用Java和snakeyaml:1.24(用于解析/发出YAML文件的Java库)来实现它的方法,它允许创建一个自定义YAML标记来实现以下目标(你会看到我用它来加载在几个YAML文件中定义的测试套件,并且我让它作为一个目标测试:节点的包含列表工作):
# ... yaml prev stuff
tests: !include
- '1.hello-test-suite.yaml'
- '3.foo-test-suite.yaml'
- '2.bar-test-suite.yaml'
# ... more yaml document
下面是允许处理!include标记的单类Java。文件从classpath (Maven资源目录)加载:
/**
* Custom YAML loader. It adds support to the custom !include tag which allows splitting a YAML file across several
* files for a better organization of YAML tests.
*/
@Slf4j // <-- This is a Lombok annotation to auto-generate logger
public class MyYamlLoader {
private static final Constructor CUSTOM_CONSTRUCTOR = new MyYamlConstructor();
private MyYamlLoader() {
}
/**
* Parse the only YAML document in a stream and produce the Java Map. It provides support for the custom !include
* YAML tag to split YAML contents across several files.
*/
public static Map<String, Object> load(InputStream inputStream) {
return new Yaml(CUSTOM_CONSTRUCTOR)
.load(inputStream);
}
/**
* Custom SnakeYAML constructor that registers custom tags.
*/
private static class MyYamlConstructor extends Constructor {
private static final String TAG_INCLUDE = "!include";
MyYamlConstructor() {
// Register custom tags
yamlConstructors.put(new Tag(TAG_INCLUDE), new IncludeConstruct());
}
/**
* The actual include tag construct.
*/
private static class IncludeConstruct implements Construct {
@Override
public Object construct(Node node) {
List<Node> inclusions = castToSequenceNode(node);
return parseInclusions(inclusions);
}
@Override
public void construct2ndStep(Node node, Object object) {
// do nothing
}
private List<Node> castToSequenceNode(Node node) {
try {
return ((SequenceNode) node).getValue();
} catch (ClassCastException e) {
throw new IllegalArgumentException(String.format("The !import value must be a sequence node, but " +
"'%s' found.", node));
}
}
private Object parseInclusions(List<Node> inclusions) {
List<InputStream> inputStreams = inputStreams(inclusions);
try (final SequenceInputStream sequencedInputStream =
new SequenceInputStream(Collections.enumeration(inputStreams))) {
return new Yaml(CUSTOM_CONSTRUCTOR)
.load(sequencedInputStream);
} catch (IOException e) {
log.error("Error closing the stream.", e);
return null;
}
}
private List<InputStream> inputStreams(List<Node> scalarNodes) {
return scalarNodes.stream()
.map(this::inputStream)
.collect(toList());
}
private InputStream inputStream(Node scalarNode) {
String filePath = castToScalarNode(scalarNode).getValue();
final InputStream is = getClass().getClassLoader().getResourceAsStream(filePath);
Assert.notNull(is, String.format("Resource file %s not found.", filePath));
return is;
}
private ScalarNode castToScalarNode(Node scalarNode) {
try {
return ((ScalarNode) scalarNode);
} catch (ClassCastException e) {
throw new IllegalArgumentException(String.format("The value must be a scalar node, but '%s' found" +
".", scalarNode));
}
}
}
}
}
使用Symfony,它对yaml的处理将间接地允许您嵌套yaml文件。诀窍在于使用参数选项。例如:
common.yml
parameters:
yaml_to_repeat:
option: "value"
foo:
- "bar"
- "baz"
config.yml
imports:
- { resource: common.yml }
whatever:
thing: "%yaml_to_repeat%"
other_thing: "%yaml_to_repeat%"
其结果将与:
whatever:
thing:
option: "value"
foo:
- "bar"
- "baz"
other_thing:
option: "value"
foo:
- "bar"
- "baz"
可能在问问题时不支持,但你可以将其他YAML文件导入其中:
imports: [/your_location_to_yaml_file/Util.area.yaml]
虽然我没有任何在线参考资料,但这对我来说很有用。
根据之前的帖子:
class SimYamlLoader(yaml.SafeLoader):
'''
Simple custom yaml loader that supports include, e.g:
main.yaml:
- !include file1.yaml
- !include dir/file2.yaml
'''
def __init__(self, stream):
self.root = os.path.split(stream.name)[0]
super().__init__(stream)
def _include(loader, node):
filename = os.path.join(loader.root, loader.construct_scalar(node))
with open(filename, 'r') as f:
return yaml.load(f, SimYamlLoader)
SimYamlLoader.add_constructor('!include', _include)
# example:
with open('main.yaml', 'r') as f:
lists = yaml.load(f, SimYamlLoader)
# if you want to merge the lists
data = functools.reduce(
lambda x, y: x if y is None else {**x, **dict(y)}, lists, {})
# python 3.10+:lambda x, y: x if y is None else x | dict(y), lists, {})