Open alex-ge123 opened 3 weeks ago
To write your own methods to handle data in custom components and turn 'YYYY-MM-DD HH:MM:SS' into a timestamp, you can follow the structure provided in the Langflow documentation. Here is an example of how you can achieve this:
from langflow.custom import Component
from langflow.inputs import StrInput
from langflow.template import Output
from datetime import datetime
class TimestampComponent(Component):
display_name = "Timestamp Converter"
description = "Converts 'YYYY-MM-DD HH:MM:SS' format to a timestamp."
inputs = [
StrInput(
name="datetime_string",
display_name="Datetime String",
info="Datetime in 'YYYY-MM-DD HH:MM:SS' format.",
),
]
outputs = [
Output(display_name="Timestamp", name="timestamp", method="convert_to_timestamp"),
]
def convert_to_timestamp(self) -> int:
datetime_string = self.datetime_string
# Convert the datetime string to a timestamp
dt = datetime.strptime(datetime_string, '%Y-%m-%d %H:%M:%S')
timestamp = int(dt.timestamp())
self.status = f"Converted {datetime_string} to {timestamp}"
return timestamp
In this example:
TimestampComponent
class inherits from Component
.inputs
list defines a single StrInput
for the datetime string.outputs
list defines a single Output
that calls the convert_to_timestamp
method.convert_to_timestamp
method converts the input datetime string to a timestamp using Python's datetime
module and returns the timestamp [1].Ensure that the method names and references are correctly defined and used within your component to avoid errors like "name 'getTimestamp' is not defined."
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@alex-ge123 Did you try to build the backend again? With make install_backend.
@alex-ge123 Did you try to build the backend again? With make install_backend.
no
@alex-ge123 Did you try to build the backend again? With make install_backend.
no
Does it works now?
@alex-ge123 Did you try to build the backend again? With make install_backend.
no
Does it works now?
from langflow.custom import Component from langflow.io import MessageTextInput, Output from langflow.schema import Data from datetime import datetime import pytz
class TimestampComponent(Component): display_name = "Timestamp Converter" description = "Converts 'YYYY-MM-DD HH:MM:SS' format to a timestamp." documentation: str = "http://docs.langflow.org/components/custom" icon = "custom_components" name = "CustomComponent"
inputs = [
MessageTextInput(name="input_value", display_name="Datetime String", value="Hello, World!",info="Datetime in 'YYYY-MM-DD HH:MM:SS' format."),
]
outputs = [
Output(display_name="Output", name="output", method="build_output"),
]
def build_output(self) -> Data:
# 转换为datetime对象
datetime_obj = datetime.strptime(self.input_value, '%Y-%m-%d %H:%M:%S')
# 设置时区
tz = pytz.timezone('Asia/Shanghai')
datetime_obj = tz.localize(datetime_obj)
# 转换为时间戳,单位为毫秒
timestamp = int(datetime_obj.timestamp() * 1000)
data = Data(value=timestamp)
self.status = data
return data
yes it works now
@alex-ge123 Did you try to build the backend again? With make install_backend.
no
Does it works now?
from langflow.field_typing import Data
from langflow.custom import Component from langflow.io import MessageTextInput, Output from langflow.schema import Data from datetime import datetime import pytz
class TimestampComponent(Component): display_name = "Timestamp Converter" description = "Converts 'YYYY-MM-DD HH:MM:SS' format to a timestamp." documentation: str = "http://docs.langflow.org/components/custom" icon = "custom_components" name = "CustomComponent"
inputs = [ MessageTextInput(name="input_value", display_name="Datetime String", value="Hello, World!",info="Datetime in 'YYYY-MM-DD HH:MM:SS' format."), ] outputs = [ Output(display_name="Output", name="output", method="build_output"), ] def build_output(self) -> Data: # 转换为datetime对象 datetime_obj = datetime.strptime(self.input_value, '%Y-%m-%d %H:%M:%S') # 设置时区 tz = pytz.timezone('Asia/Shanghai') datetime_obj = tz.localize(datetime_obj) # 转换为时间戳,单位为毫秒 timestamp = int(datetime_obj.timestamp() * 1000) data = Data(value=timestamp) self.status = data return data yes it works now
Then please, close your issue.
@alex-ge123 Did you try to build the backend again? With make install_backend.
no
Does it works now?
from langflow.field_typing import Data
from langflow.custom import Component from langflow.io import MessageTextInput, Output from langflow.schema import Data from datetime import datetime import pytz class TimestampComponent(Component): display_name = "Timestamp Converter" description = "Converts 'YYYY-MM-DD HH:MM:SS' format to a timestamp." documentation: str = "http://docs.langflow.org/components/custom" icon = "custom_components" name = "CustomComponent"
inputs = [ MessageTextInput(name="input_value", display_name="Datetime String", value="Hello, World!",info="Datetime in 'YYYY-MM-DD HH:MM:SS' format."), ] outputs = [ Output(display_name="Output", name="output", method="build_output"), ] def build_output(self) -> Data: # 转换为datetime对象 datetime_obj = datetime.strptime(self.input_value, '%Y-%m-%d %H:%M:%S') # 设置时区 tz = pytz.timezone('Asia/Shanghai') datetime_obj = tz.localize(datetime_obj) # 转换为时间戳,单位为毫秒 timestamp = int(datetime_obj.timestamp() * 1000) data = Data(value=timestamp) self.status = data return data yes it works now
Then please, close your issue.
Of course you can, but I still have a place that I do not understand, custom components, why can not write a method alone, and then call your own method in other methods? Undefined methods always appear
@alex-ge123
Do you need any assistance with this case? If not, please let us know if this issue can be closed.
Bug Description
Reproduction
How to write your own methods to handle data in custom components??????? I want to turn 'YYYY-MM-DD' 'HH:MM:SS' into a timestamp
Expected behavior
How to write your own methods to handle data in custom components??????? I want to turn 'YYYY-MM-DD' 'HH:MM:SS' into a timestamp
Who can help?
No response
Operating System
windows
Langflow Version
1.0.15
Python Version
3.11
Screenshot
No response
Flow File
No response