manufacturing | Six Sigma based analysis of manufacturing data
kandi X-RAY | manufacturing Summary
kandi X-RAY | manufacturing Summary
Six Sigma based analysis of manufacturing data for trends, Cpk/Ppk.
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Top functions reviewed by kandi - BETA
- Generates a matplotlib plot of the data
- Coerce a list of integers into a pandas Series
- Calculate the x and upper limits of the data
- Remove outliers
- Generate a production report
- Generate a matplotlib plot
- Plots the probability density of the data
- Plot xbar chart
- Plots the pk distribution of the data
- Calculate the probability density
- Test the normality of the data
- Calculate the probability for a given dataset
- Generate a horizontal bar chart
- Calculate the b4 coefficient
- Calculate B3 coefficient
- Plots a control chart
- Plot a bar chart
- Imports excel
- Return a pandas data series that controls within a given range
- Calculate the poregressive probability density
- Create a control chart
- Imports data from a csv file
- Identify control trend violations
- Identify the control zone c violations in the control zone
- Generates a pandas dataframe
- Identify the control zone b
- Identify the control zone A
- Plot a numpy ndarray
- Generate a figure for xbar plot
- Deprecated
manufacturing Key Features
manufacturing Examples and Code Snippets
"""
A simple example of a process that process entities in batches
Programmer: Michael R. Gibbs
"""
import simpy
import random
def batch_process(env, ent_q, next_q, max_cap):
"""
grabs up to max_cap of entites and pr
ctp = pd.Series(currency_trading_pairs)
the_missing_pairs = ctp[~ctp.str.split('/').explode().isin(df['Currency']).groupby(level=0).any()].tolist()
>>> the_missing_pairs
['NZD/USD', 'AUD/USD', 'USD/JPY', '
import collections
# Assume the csv input data can be put into the following form:
csvRows = [
('name','department','block'),
('alex','accounting','1'),
('ian','infotech','2'),
for line in text.split('\n'):
if "DFF Manufacturing Company" in line:
print("DFF Manufacturing Company")
#break #if you want to check once
if "DFF Manufacturing Company" in text:
print("DFF M
df['YOY'] = df.groupby(['Country','Industry'])['Value'].pct_change().mul(100)
>>> df
Year Country Industry Value YOY
0 2000 USA Manufacturing 5 NaN
1 2000 Mexico Manufacturing
a[ph-tevent='job_click'][ref='linkEle']
//a[@ph-tevent='job_click' and @ref='linkEle']
for ele in driver.find_elements(By.XPATH, "//a[@ph-tevent='job_click' and @ref='linkEle']"):
print
reverse_dct = {}
for k,v in dct.items():
for i in v:
reverse_dct[i] = k
df = pd.DataFrame({'text_column':text_column})
df['word_type'] = df['text_column'].explode().map(reverse_dct).dropna().groupby(level=0).apply(','.join)
initial_type = [('year', FloatTensorType([1]))]
initial_type = [('year', FloatTensorType([1,1]))]
public class Output
{
[ColumnName("sentence_embedding")]
public List SentenceEmbedd
i = {
"Business": "Company A",
"Category": "Supply Chain",
"Date": "Posted Date\nDecember 21 2021",
}
import re
d = [{
"Business": "Company A",
"Category": "Supply Chain",
"Date": "Posted D
import re
stopwords = ["Ford", "Hyundai", "Toyota", "Volkswagen", "Volvo"]
tests = ["Something about a Ford doing some car stuff",
"Hyundai is another car manufacturer",
"Not everyone buys cars. Some people buy trucks fro
Community Discussions
Trending Discussions on manufacturing
QUESTION
I should retrieve the IDs and names of ingredients that are not contained by any ice cream and then sort the output rows in ascending order by ingredient ID. I don't quite understand how JOIN -operation works in this exercise.
I tried e.g. the following but it gives too many rows in the output.
...ANSWER
Answered 2022-Apr-02 at 10:17It appears you are asking to find where somethig does not exist, so it would make sense to express that using not exists
So you just need to find the ingredients that don't exist in the list of contents:
QUESTION
Looking for a way to avoid duplication when creating different, flexible FSMs within single application.
I have a concept below, under the heading 0: BEFORE Requirements Change
. This concept shows how FSMs of different products can be created, and how an FSM can run. Only one product's FSM can run on a station/computer at any given time, but one station can allow for multiple products (at different times). For context, this is a manufacturing environment, and there are many products which go through a scanning process. Some products have commonalities in their process, like Product A and B (set up batch for product -> scan a part -> apply business logic -> repeat for multiple parts until batch complete, label printed -> set up next batch...). But other products have different processes, like Product C. Products' processes can also require/include/exclude varying components (different devices, databases, business logic); this is all shown under 0: BEFORE Requirements Change
.
Now, say the requirements change (which has happened multiple times in the past), and a new step is needed in-between existing steps for multiple products' FSMs (for example, need to trigger a camera and process the image). Furthermore, this additional step might be just a trial phase, and will need to be disabled. I'll now have to go and change every single FSMCreator, as shown under heading 1: AFTER Requirements Change
. When there are many products (ALOT more than 3), big process changes like this have been error-prone and difficult to manage.
Is there a better/cleaner way of organizing the architecture or creating the FSMs, so that this duplication is avoided?
The problem stems from how different FSMs can share some common steps, or have some common components, but are not 100% the same. Essentially, there are many different mixing-and-matching variations of components (devices, databases, business logic), states, and transitions. Ultimately, it is the product's process that defines the FSM, so each product needs to know how to create its FSM. This is why I have a different FSMCreator class for each product, to handle the different processes per product. But as shown, this leads to duplication.
0: Before Requirements Change ...ANSWER
Answered 2022-Mar-28 at 07:06You have to always edit your code as your requirements always change. And it looks like you will always have to change your code if you will stick with this approach.
So we've figured out that your workflow always changes. Our goal is to make minimum changes in code.
What we can do? We can move your workfow in storage and based on this data we can run your FSM. This is how Jira workflow works.. They have many users and it would be really hard to edit code per workflow and it is not possible. How they solved their problem? Jira stores workflow like data and they edit data, not code.
This is a rough example, not a complete solution, however it will show the direction of how to write solution that will be fit to open closed principle.
So, you can store your workflow in json file:
QUESTION
In a manufacturing environment, for a specific process, there are fairly straightforward C# Winforms Desktop applications that involve enum-based state machines running on infinite loop, following a structure similar to below (state names kept general for the sake of example).
...ANSWER
Answered 2022-Mar-20 at 18:52If you have multiple states and it is necessary to change behaviour based on state, then we can use strategy pattern combined with factory pattern.
At first, we need to declare states:
QUESTION
I have the following df
, from which every cell in it (except index ones) are string types :
ANSWER
Answered 2022-Mar-12 at 17:40It's actually simpler than you think. Just use pd.to_datetime
to convert the times to datetime
objects, and then use pd.Series.between
QUESTION
I wish to add subheader and subtotal/margin rows within a table. Ultimately, I am looking for a structure shown below, which I will export to Excel with openxlsx
and writeData
.
I suspect the subheaders and subtotals are completely different questions, but I am asking both here in case there is a common method related to each.
Reproducible Code So FarCreate the Sample Data (long format):
...ANSWER
Answered 2022-Mar-02 at 18:04Instead of applying adorn_totals
on the entire summary, use group_modify
and then convert to gt
QUESTION
I am trying to left-join df2
onto df1
.
df1
is my dataframe of interest, df2
contains additional information I need.
Example:
...ANSWER
Answered 2022-Feb-16 at 15:58The following works with the posted data examples but it uses two joins and is probably ineffective for larger data sets.
QUESTION
I would like to customize what I see in plotly when I hover on a bar.
Please have a look at the reprex at the end of the post. I had a look at
How to set different text and hoverinfo text
https://community.rstudio.com/t/changing-hovertext-in-plotly/71736
But I must be making some mistake. What I would like is to see only the variables "macro_sector" and "amount" when I hover on a bar and no static text on the bar at all. How can I achieve that? Many thanks
...ANSWER
Answered 2022-Feb-08 at 11:57The hoverinfo
parameter "text"
needs to be quoted:
QUESTION
Based on the result of data.key === "high_temp_coil"
, I am printing the data into my webpage with data.val()
as shown below:
ANSWER
Answered 2022-Feb-07 at 15:07When you use a child_added
event listener, your callback will be invoked whenever one of the children under that database location changes. Using this, you would need to store high_temp_coil
and low_temp_coil
in variables outside of the function so that you can compare them properly. Because you store the result in an element, you could pull the current values from there.
Note: In the below snippets I follow the convention of naming the DataSnapshot
object as snapshot
, reserving data
for the plain JavaScript object returned by snapshot.val()
. This aids in preventing confusion later on, especially when not using TypeScript.
QUESTION
I have 2 batches of documents. In batch 1, I need to merge pit/score when its SPID equals to characteristic/score/SPID. The expected merge looks like batch 2 documents, characteristic/score/default is the merged content of pit/score
. If the document already has the characteristic/score/default
then keep it as it is.
ANSWER
Answered 2022-Jan-31 at 03:54XSLT 2
QUESTION
New to coding and doing an interview challenge.
They've asked for a dashboard made from JQuery (which I've never used before). Lots of help from W3schools and here in stack has me accomplished 100% of the functionality I need (even if the design could be improved: functionality first polish later!)
One of the bonus is to have some UI /UX functionality, so I've made the divs dragable, and I added the snip below from https://jqueryui.com/resizable/ to make the divs resizable.
...ANSWER
Answered 2021-Dec-18 at 21:46You simply did not use the jQuery-ui CSS file...
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
Vulnerabilities
No vulnerabilities reported
Install manufacturing
You can use manufacturing like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.
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