manufacturing | Six Sigma based analysis of manufacturing data

 by   slightlynybbled Python Version: v0.9.5 License: MIT

kandi X-RAY | manufacturing Summary

kandi X-RAY | manufacturing Summary

manufacturing is a Python library. manufacturing has no bugs, it has no vulnerabilities, it has a Permissive License and it has low support. However manufacturing build file is not available. You can install using 'pip install manufacturing' or download it from GitHub, PyPI.

Six Sigma based analysis of manufacturing data for trends, Cpk/Ppk.
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            kandi-support Support

              manufacturing has a low active ecosystem.
              It has 40 star(s) with 13 fork(s). There are 9 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              There are 3 open issues and 5 have been closed. On average issues are closed in 12 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of manufacturing is v0.9.5

            kandi-Quality Quality

              manufacturing has 0 bugs and 0 code smells.

            kandi-Security Security

              manufacturing has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              manufacturing code analysis shows 0 unresolved vulnerabilities.
              There are 0 security hotspots that need review.

            kandi-License License

              manufacturing is licensed under the MIT License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              manufacturing releases are available to install and integrate.
              Deployable package is available in PyPI.
              manufacturing has no build file. You will be need to create the build yourself to build the component from source.
              Installation instructions are not available. Examples and code snippets are available.

            Top functions reviewed by kandi - BETA

            kandi has reviewed manufacturing and discovered the below as its top functions. This is intended to give you an instant insight into manufacturing implemented functionality, and help decide if they suit your requirements.
            • 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
            Get all kandi verified functions for this library.

            manufacturing Key Features

            No Key Features are available at this moment for manufacturing.

            manufacturing Examples and Code Snippets

            Simpy resource capacity management
            Pythondot img1Lines of Code : 70dot img1License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            """
                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
            copy iconCopy
            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', '
            How do I create combinations from CSV in python?
            Pythondot img3Lines of Code : 83dot img3License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
                    import collections
                    # Assume the csv input data can be put into the following form:
                    csvRows = [
                        ('name','department','block'),
                        ('alex','accounting','1'),
                        ('ian','infotech','2'),
              
            if else not providing desired output
            Pythondot img4Lines of Code : 8dot img4License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            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
            YOY growth based on ID
            Pythondot img5Lines of Code : 9dot img5License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            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  
            Selenium find attribute value (Python)
            Pythondot img6Lines of Code : 7dot img6License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            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
            how to search list of dictionary values with pandas dataframe series column elements
            Pythondot img7Lines of Code : 14dot img7License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            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)
            
            Error while using ONNX model for inferencing in ML.Net 1.4
            Pythondot img8Lines of Code : 16dot img8License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            initial_type = [('year', FloatTensorType([1]))]
            
            initial_type = [('year', FloatTensorType([1,1]))]
            
            public class Output
            {
                [ColumnName("sentence_embedding")]
                public List SentenceEmbedd
            Python regex removing string from a list of dictionaries
            Pythondot img9Lines of Code : 58dot img9License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            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
            Removing words from sentence when in lookup dataframe
            Pythondot img10Lines of Code : 15dot img10License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            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

            QUESTION

            Join operations in SQL
            Asked 2022-Apr-02 at 11:28

            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 10:17

            It 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:

            Source https://stackoverflow.com/questions/71716390

            QUESTION

            Clean Architecture For Creating Different Finite State Machines Within Single Application
            Asked 2022-Mar-28 at 07:06

            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 07:06

            You 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:

            Source https://stackoverflow.com/questions/71610064

            QUESTION

            How To Refactor Switch Statement To Flexible Finite State Machine
            Asked 2022-Mar-24 at 14:27

            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 18:52

            If 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:

            Source https://stackoverflow.com/questions/71543432

            QUESTION

            How to correctly find which rows from a df have a time value that matches with a time interval on Python? Pandas related
            Asked 2022-Mar-12 at 17:40

            I have the following df, from which every cell in it (except index ones) are string types :

            ...

            ANSWER

            Answered 2022-Mar-12 at 17:40

            It's actually simpler than you think. Just use pd.to_datetime to convert the times to datetime objects, and then use pd.Series.between

            Source https://stackoverflow.com/questions/71451870

            QUESTION

            Add Group Subheader and Subtotal Rows to data.frame or table in R
            Asked 2022-Mar-02 at 18:11
            Objective

            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.

            2019 2020 2021 A A1 1001 1157 911 A2 1005 803 1110 A3 1125 897 1190 Total A 3131 2857 3211 B B1 806 982 1098 B2 1106 945 1080 B3 1057 1123 867 Total B 2969 3050 3045 C C1 847 1087 1140 C2 1146 966 1176 C3 1071 915 892 Total C 3064 2968 3208 Total All 9164 8875 9464

            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 Far

            Create the Sample Data (long format):

            ...

            ANSWER

            Answered 2022-Mar-02 at 18:04

            Instead of applying adorn_totals on the entire summary, use group_modify and then convert to gt

            Source https://stackoverflow.com/questions/71326250

            QUESTION

            Join two dataframes on one column that contains substring of other
            Asked 2022-Feb-16 at 16:14

            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 15:58

            The following works with the posted data examples but it uses two joins and is probably ineffective for larger data sets.

            Source https://stackoverflow.com/questions/71144761

            QUESTION

            R plotly: Customize Hover (Info and Text)
            Asked 2022-Feb-08 at 11:57

            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 11:57

            The hoverinfo parameter "text" needs to be quoted:

            Source https://stackoverflow.com/questions/71032963

            QUESTION

            How to compare two children of Firebase Realtime Database?
            Asked 2022-Feb-07 at 15:08

            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 15:07

            When 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.

            Source https://stackoverflow.com/questions/71018841

            QUESTION

            How to merge in memory XML documents?
            Asked 2022-Jan-31 at 03:54

            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 03:54

            QUESTION

            Jquery .resizable function - resize icon not displaying properly
            Asked 2022-Jan-26 at 01:30

            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 21:46

            You simply did not use the jQuery-ui CSS file...

            Source https://stackoverflow.com/questions/70407246

            Community Discussions, Code Snippets contain sources that include Stack Exchange Network

            Vulnerabilities

            No vulnerabilities reported

            Install manufacturing

            You can install using 'pip install manufacturing' or download it from GitHub, PyPI.
            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.

            Support

            For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .
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            https://github.com/slightlynybbled/manufacturing.git

          • CLI

            gh repo clone slightlynybbled/manufacturing

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            git@github.com:slightlynybbled/manufacturing.git

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