Airflow Dbapihook

VLC decoders take priority over directshow in Airflow. If you find yourself running cron task which execute ever longer scripts, or keeping a calendar of big data processing batch jobs then Airflow can probably help you. White Clinic. Airflow uses workflows made of directed acyclic graphs (DAGs) of tasks. The VTS utilizes digital VorTek airflow sensing and laminarizes the airflow profile for precise airflow measurement. The goal of this video is to answer these two questions: What is Airflow? Use case & Why do we need Airflow?. Our Air Flow Calculator allows you to calculate which machine to use based on air changes per hour and containment size. Купить GeekVape Avocado 24 RDTA Tank Bottom Airflow version. Airflow control system & fine dust filter provides nearly dust free sweeping 3. We also stock a range of valve covers for our Big. Airflow Direction in EX4550 Switches. AIRFLOW® Prophylaxis Master is the latest EMS innovation for the "Guided Biofilm Therapy": a unique solution for caries, perio prevention and maintenance. Learn More. Main Features of airflow dryer. Built in Python, "the language of data," Beauchemin said, it is hosted on six nodes on Amazon Web Services. Air will flow from a region of high pressure to one of low pressure-- the bigger the difference, the faster the flow. Offered with or without taps, our nozzles are also available with caps. When you have periodical jobs, which most likely involve various data transfer and/or show dependencies on each other, you should consider Airflow. # This is necessary to expose the plugin in the Web interface. The CORSAIR iCUE 220T RGB Airflow is a mid-tower ATX smart case with a high airflow layout and three included SP120 RGB PRO fans for spectacular RGB lighting controlled via CORSAIR iCUE. Cgroups solve this fine to protect the scheduler against being killed due to its childs eating too much memory. The left side also has air intake fins making it able to sit next to a wall without blocking the airflow. dbapi_hook import DbApiHook:. airflow mongodb hook attempt. Airflow Server Setup Spin up an EC2 instance. Created for intensive professional use, the. Insight Data Engineering alum Arthur Wiedmer is a committer of the project. dbapi_hook import DbApiHook. Records are processed by python script. py 在plugins目录下包含每个插件类。 看看Github中的Astronomer插件,它提供了一些关于如何设置插件的非常好的示例。. synonyms - similar meaning - 258. Coolant Temp vs. Sign in to Airflow. The platform is optimized for multiple clouds, including AWS, Microsoft Azure, Google, and Oracle, and it supports not only Presto and Spark, but also Hive, Airflow, Hadoop, Tensorflow and more. Drip Tip - Ağızlık. import os import psycopg2 import psycopg2. com)是 OSCHINA. The left side also has air intake fins making it able to sit next to a wall without blocking the airflow. 那些我们不愿意承认的事. We are often told by online pundits that you have to use a static pressure fan for your heatsink or radiator, and that you have to use an airflow fan to intake or exhaust air from your chassis. My airflow is almost closed i feel like the inhale is more like a real smoking experience. Enabling them. That means that you can take the ancestor and directly interact with it and not lose any of the. Here are the examples of the python api builtins. Open source platform to programmatically author and monitor dat. builtins import basestring from datetime import datetime from contextlib import closing import sys from sqlalchemy import create_engine from airflow. Basic concepts of Airflow • DAGs: Directed Acyclic Graph –is a collection of all the. So, if I want to summarize data for 2016-02-19 , I would do it at 2016-02-20 midnight GMT , which would be right after all data for 2016-02-19 becomes available. Aufrufe 4 516. That means that you can take the ancestor and directly interact with it and not lose any of the desirable properties. In the Airflow IU, you can simply select SQL server in a dropdown list, but not set as you want : To work around the issue, I overload the get_uri method from DbApiHook in a new class I created inherited from MsSqlHook, and in which I build my own connection string, but it's not clean at all Thanks for any help. UI / Screenshots¶. The dependencies of these tasks are represented by a Directed Acyclic Graph (DAG) in Airflow. Add-on Accessories & Replacement Parts. 8 Clean any remaining water or waste liquid material spilled on the laminar airflow platform properly with a dry cloth. The goal of this video is to answer these two questions: What is Airflow? Use case & Why do we need Airflow?. Different Types of Airflow. Records are processed by python script. Airflow was developed as a solution for ETL needs. exceptions. Get started developing workflows with Apache Airflow. Offered with or without taps, our nozzles are also available with caps. Aksesuarlar. insert_rows() method tries to serialize all values to strings using the ASCII codec, this is problematic if the cell contains non-ASCII characters, i. It supports defining tasks and dependencies as Python code, executing and scheduling them, and distributing tasks across worker nodes. How To Install the Air Filters LEVOIT LV-PUR131S Air Purifier. Airflow was designed to be a programmable workflow system. Attachments. airflow mongodb hook attempt. I want to use the MsSqlHook class provided by Airflow, for the convenience to create my connection in the Airflow UI, and then create a context manager for my connection using SqlAlchemy:. Main Features of airflow dryer. Insight Data Engineering alum Arthur Wiedmer is a committer of the project. This time let's do it with base Ubuntu install. AirFlow among other things have improved on the FlowerMate vaporizers. Engine Configuration¶. Attachments. ( 日常工具 - 媒体播放). incubator-airflow git commit: [AIRFLOW-1140] DatabricksSubmitRunOperator should template the "json" field. exceptions. airflowcarcare. Play your favorite videos to Chromecast or Apple TV devices that are connected to the same wireless network as your computer. Airflow Direction in EX4550 Switches. Lowering Parallelism in the context of a localexecutor solves. 我正在使用gcp composer api(airflow)和我的dag来扩大工作人员的数量,并将错误归还给我以下错误: broken dag:module object has no attribute dataprocclusterscaleoperator似乎是与scaleoperator相关的东西,但是当我查看airflow阅读文档并与我的代码交叉检查时,似乎没有错。. Airflow Sensing Elements. extensions from contextlib import closing from airflow. specializes in heating, air conditioning and home Insulation. Page 5:Airflow: Install Tower Coolers Right-Side-Up Page 6:Airflow: Horizontally-Mounted Tower Cooler Page 7:Airflow: Common Installation Errors. So, if I want to summarize data for 2016-02-19 , I would do it at 2016-02-20 midnight GMT , which would be right after all data for 2016-02-19 becomes available. The best GIFs are on GIPHY. ( 日常工具 - 媒体播放). Easiest way to resolve this would be to install VLC 2. UKAS certificate of calibration must be purchased seperatly using part number: 90000382 found here. ETL example To demonstrate how the ETL principles come together with airflow, let’s walk through a simple example that implements a data flow pipeline adhering to these principles. import MySQLdb import MySQLdb. Disposable Cigar Electronic Cigarette Airflow Induction About 1300 Puffs With 650mah Battery Fruit Flavored Simulated Tobacco. dbapi_hook import DbApiHook. The Airflow UI makes it easy to monitor and troubleshoot your data pipelines. py; default_login. plugins_manager import AirflowPlugin. If you find yourself running cron task which execute ever longer scripts, or keeping a calendar of big data processing batch jobs then Airflow can probably help you. airflowcarcare. We put the first stone here provide support for custom scheduler and # worker implementations. Airflow project get renamed recently to apache-airflow, so we couldn't # have (yet) stable dependency on it without conflicts. py at master · apache/airflow · GitHub dbapi_hook. Here's a video I posted over in a little group called Juice Junkies. org and/or [email protected] As shown on the right, end-plates/wingtip devices were also talked about. [AIRFLOW-2146] Resolve issues with BQ using DbApiHook methods [AIRFLOW-2110] Enhance Http Hook to use a header in passed in the "extra" argument and add tenacity retry [AIRFLOW-2138] Google Cloud Storage to Google Cloud Storage Operator to allow wildcards. Especificações da imagem. 问题:I need to 1. [Airflow author here] one of the main differences between Airflow and Luigi is the fact that in Airflow you instantiate operators to create tasks, where with Luigi you derive classes to create tasks. Module Contents¶ class airflow. py 在plugins目录下包含每个插件类。 看看Github中的Astronomer插件,它提供了一些关于如何设置插件的非常好的示例。. Traditional, mechanically-operated louvres belong to the past, as airflows are now controlled both digitally and fully automatically ("Virtual Airflow Control"). SnowflakePluginModule import SnowflakeHook2 from airflow. Airflow provides a platform for distributed task execution across complex workflows as directed acyclic graphs (DAGs) defined by code. py; configuration. Advanced Search Pymssql. EMS Dental. FT Goblin Motor Mount for better airflow (Flite Test). We understand that installers do not just want good value, they want a product that they can install quickly and easily in the knowledge that it will provide years of trouble free operation. ©2017-2018, Airflow Music. Done without autoclave, pressure cooker nor Laminar airflow cabinet #DCSHighLab #HighSchool #Science #InVitroPlant #TissueCulture #CFTD #SMA #DCS. Maximum airflow for maximum cooling. The zip-in Adjustable Flow Device (AFD) offers variable resistance to balance static regain, balance airflow to branches, reduce turbulence, and reduce abrupt start-ups. from airflow. GCP Composer(Airflow)运算符 (1 个回答). 问题:I need to 1. ©2017-2018, Airflow Music. The VTS utilizes digital VorTek airflow sensing and laminarizes the airflow profile for precise airflow measurement. I love the W shaped build deck on it and the airflow is amazing :). Rich command lines utilities makes performing complex surgeries on DAGs a snap. py file to be located in the PYTHONPATH, so that it’s importable from Airflow. Just bought the Sai Taf with top airflow and ti bucket. Austin noted it would be too taxing on performance to simulate airflow more realistically to calculate a more exact time. Maximum airflow for maximum cooling. Attachments. Tüm Kategoriler. All gists Back to GitHub. See the License for the # specific language governing permissions and limitations # under the License. Introduction to Apache Airflow - Da. This product is also ideal for outside airflow measurement for smaller ducted AHU’s. Airflow - An Open Source Platform to Author and Monitor Data Pipelines 1. py; configuration. BaseHook Abstract base class for sql hooks. 我认为 airflow 不会自动通过插件目录中的文件夹并运行其下的所有内容。 我成功设置它的方法是 __init__. snowflakepluginmodule import SnowflakeHook2 from. Lowering Parallelism in the context of a localexecutor solves. That means that you can take the ancestor and directly interact with it and not lose any of the desirable properties. GitHub Gist: instantly share code, notes, and snippets. Use Airflow to author workflows as directed acyclic graphs (DAGs) of tasks. Message view. from airflow. This site is not affiliated, monitored or controlled by the official Apache Airflow development effort. dbapi_hook import DbApiHook. org and/or [email protected] EMS Dental. Sign in to Airflow. UI / Screenshots¶. See the License for the # specific language governing permissions and limitations # under the License. Я написал плагин для снежинок. Skip to content. As shown on the right, end-plates/wingtip devices were also talked about. Message view. exceptions. Airflow workflows are expected to look similar from a run to the next, this allows for clarity around unit of work and continuity. •Mailing list (send emails to [email protected] Done without autoclave, pressure cooker nor Laminar airflow cabinet #DCSHighLab #HighSchool #Science #InVitroPlant #TissueCulture #CFTD #SMA #DCS. Measuring airflow with analog pressure sensor. Front-to-Back Airflow. from airflow. cursors import json import six from airflow. Play your favorite videos to Chromecast or Apple TV devices that are connected to the same wireless network as your computer. Instead of creating a sql statement with all values, we send the values separately to prevent sql injection Dear Airflow maintainers, Please accept this PR. Module Contents¶ class airflow. When the ground heats up during the day time, air. exceptions. read_sqlを実行してくれるget_pandas_dfとか、cur. Toggle navigation. It's a given that media productions now involve multiple collaborators, so sharing content on a daily basis needs to happen securely without regard for. Enabling them. At Astronomer, Apache Airflow is. The purpose of the filters is to catch this dust and debris so you're not breathing it in every day. insert_rows() method tries to serialize all values to strings using the ASCII codec, this is problematic if the cell contains non-ASCII characters, i. The Airflow UI makes it easy to monitor and troubleshoot your data pipelines. Apache Airflow is a workflow orchestration management system which allows users to programmatically author, schedule, and monitor data pipelines. py under the plugins directory which contains each plugin class. If you find yourself running cron task which execute ever longer scripts, or keeping a calendar of big data processing batch jobs then Airflow can probably help you. org and/or [email protected] WhiteClinic - Airflow 4K. specializes in heating, air conditioning and home Insulation. When you have periodical jobs, which most likely involve various data transfer and/or show dependencies on each other, you should consider Airflow. UKAS certificate of calibration must be purchased seperatly using part number: 90000382 found here. Currently these tests are not running. Top synonym for airflow (other word for airflow) is air stream. Note: This unit is un-calibrated. from builtins import str from past. The nodes are among the largest virtual servers Amazon offers, c3 8xlarge, to ensure plenty of headroom for Airbnb workflow operations. WhiteClinic - Airflow 4K. Built and tuned by yours truly. py file to be located in the PYTHONPATH, so that it's importable from Airflow. Got 2 additional coils with it I'd like to take for a test drive but am failing to understand how to remove the donut coil under the ti bucket that was. The goal of this video is to answer these two questions: What is Airflow? Use case & Why do we need Airflow?. (Gear & P/N): This table is used to determine the base airflow (in g/sec) for the IAC/ETC control vs Engine coolant temperature. Tüm Kategoriler. This means it's more natural to create tasks dynamically in Airflow. Like mentioned previously, if you can deal with the more square footprint, you can't beat the HAF XB. The way that I've set it up successfully is to have an __init__. Here's a video I posted over in a little group called Juice Junkies. engine -> idle -> idle airflow -> cooling fan airflow Shoulda read a little further. Create your own private EditShare cloud with AirFlow. Aksesuarlar. The best GIFs are on GIPHY. Play your favorite videos to Chromecast or Apple TV devices that are connected to the same wireless network as your computer. Since that time continued growth has allowed us to become one of the largest producers in the industry, consistently meeting our customers requirements. 1934 DeSoto Airflow Coupe (SE). synonyms - similar meaning - 258. Differential pressure to airflow speed in m/sC#. Share this listing, "3 fanlı corsair airflow RAM soğutucu", with your friends. Size: 20 MB. ©2017-2018, Airflow Music. [AIRFLOW-2146] Resolve issues with BQ using DbApiHook methods [AIRFLOW-2110] Enhance Http Hook to use a header in passed in the "extra" argument and add tenacity retry [AIRFLOW-2138] Google Cloud Storage to Google Cloud Storage Operator to allow wildcards. # See the License for the specific language governing permissions and # limitations under the License. [AIRFLOW-2146] Resolve issues with BQ using DbApiHook methods [AIRFLOW-2110] Enhance Http Hook to use a header in passed in the "extra" argument and add tenacity retry [AIRFLOW-2138] Google Cloud Storage to Google Cloud Storage Operator to allow wildcards. conn_name_attr:Optional[str] [source] ¶. Writing Spark applications using Scala. engine -> idle -> idle airflow -> cooling fan airflow Shoulda read a little further. Attachments. What others are saying. Airflow using the powerful Jinja templating engine. See the License for the # specific language governing permissions and limitations # under the License. • Scalable:Airflow has a modular architecture and uses a message queue to orchestrate an arbitrary number of workers. Side brushes are retractable, main roller is height adjustable, driven by both wheels = adaptive to different surfaces 4. The goal of this video is to answer these two questions: What is Airflow? Use case & Why do we need Airflow?. The Apache Incubator is the entry path into The Apache Software Foundation for projects and codebases wishing to become part of the Foundation’s efforts. import os import psycopg2 import psycopg2. Instead of creating a sql statement with all values, we send the values separately to prevent sql injection Dear Airflow maintainers, Please accept this PR. It would be helpful if you could upload logs from Airflow (Show Activity -> Create Archive) here. It was open source from the very first commit and officially brought under the Airbnb Github and announced in June 2015. Airflow can be configured to read and write task logs in Azure Blob Storage. A few weeks ago it was The Rise of the Data Engineer by Maxime Beauchemin, a data engineer at Airbnb and creator of their data pipeline framework, Apache Airflow. Disclaimer: This is not the official documentation site for Apache airflow. I’m mostly assuming that people running airflow will have Linux (I use Ubuntu), but the examples should work for Mac OSX as well with a couple of simple changes. Skip to content. # This is necessary to expose the plugin in the Web interface. airflow-commits mailing list archives Site index · List index. The Airflow scheduler executes your tasks on an array of workers while following the specified dependencies. run a select query on MYSQL DB and fetch the records. In heißen Phasen der Saison sorgt die Sommerjacke AirFlow für angenehme Frische. orgto subscribe to each) •Issues on Apache’s Jira •Gitter (chat) Channel •More resources and links to Airflow related content on the Wiki 3. When you have periodical jobs, which most likely involve various data transfer and/or show dependencies on each other, you should consider Airflow. Start by creating a directory to store the config file. base import MenuLink # This is the base hook for connecting to a database from airflow. Built on top of Airflow, Astronomer provides a containerized Airflow service on Kubernetes as well as a variety of Airflow components and integrations to promote code reuse, extensibility, and modularity. Top synonym for airflow (other word for airflow) is air stream. It would be helpful if you could upload logs from Airflow (Show Activity -> Create Archive) here. AirFlow among other things have improved on the FlowerMate vaporizers. Here are the examples of the python api pandas. from airflow. Airflow provides a platform for distributed task execution across complex workflows as directed acyclic graphs (DAGs) defined by code. Offered with or without taps, our nozzles are also available with caps. The zip-in Adjustable Flow Device (AFD) offers variable resistance to balance static regain, balance airflow to branches, reduce turbulence, and reduce abrupt start-ups. •Mailing list (send emails to [email protected] Engine Configuration¶. Enabling them. BaseHook Abstract base class for sql hooks. Reaping means ensuring the parent is aware (join()) that is childs are dead/done. py; default_login. py file to be located in the PYTHONPATH, so that it’s importable from Airflow. The documentation also shows some confusion around the PS acronym. dbapi_hook import DbApiHook:. I am unsure about the way I should proceed. conn_name_attr:Optional[str] [source] ¶. Airflow PVM 620 is a rugged, compact, comprehensive Micromanometer that measures pressure, and calculates velocity and volumetric flow rate. EMS Dental. 很久没有见的老朋友,准确的说应该是很久没有见过的老师,一个比我大两岁的老师,我上初中的时候他从高中回来教我了一年。. specializes in heating, air conditioning and home Insulation. The best GIFs are on GIPHY. import MySQLdb import MySQLdb. @team_crazyassvapers @liquid_lungs_vape_team. Differential pressure to airflow speed in m/sC#. Translation airflow direction to ukrainian 1. Get started developing workflows with Apache Airflow. Our data teams and data volume are growing quickly, and accordingly, so does the complexity of the challenges we take on. The platform is optimized for multiple clouds, including AWS, Microsoft Azure, Google, and Oracle, and it supports not only Presto and Spark, but also Hive, Airflow, Hadoop, Tensorflow and more. Thus air flows. com)是 OSCHINA. Airflow was designed to be a programmable workflow system. What others are saying. See the License for the # specific language governing permissions and limitations # under the License. airflow backfill example_bash_operator -s2015-01-01 -e2015-01-02 What’s Next? From this point, you can head to the Tutorial section for further examples or the configuation section if you’re ready. From my understanding of airflow, the way to do this is to use xcom but I don't think it would be very relevant if there are a lot of rows ? What would you recommend ? May be there is an easier way to do this with the composer packaging (using gcs as a staging area ?). Airflow project get renamed recently to apache-airflow, so we couldn't # have (yet) stable dependency on it without conflicts. Airflow monitoring and UV Lamp Filtered and sterilized air circulates from the UV/HEPA system into the PCR chamber via positive. from builtins import str from past. When the ground heats up during the day time, air. AIRFLOW® VS Rubber cups. import os import psycopg2 import psycopg2. Attachments. In the ETL world, you typically summarize data. Built on top of Airflow, Astronomer provides a containerized Airflow service on Kubernetes as well as a variety of Airflow components and integrations to promote code reuse, extensibility, and modularity. It would be helpful if you could upload logs from Airflow (Show Activity -> Create Archive) here. 我正在使用gcp composer api(airflow)和我的dag来扩大工作人员的数量,并将错误归还给我以下错误: broken dag:module object has no attribute dataprocclusterscaleoperator似乎是与scaleoperator相关的东西,但是当我查看airflow阅读文档并与我的代码交叉检查时,似乎没有错。. For over 60 years Airflow have been designing ventilation products that our customers can rely on. org/jira/browse/AIRFLOW-560 Testing Done: Unit test added. [AIRFLOW-2146] Resolve issues with BQ using DbApiHook methods [AIRFLOW-2110] Enhance Http Hook to use a header in passed in the "extra" argument and add tenacity retry [AIRFLOW-2138] Google Cloud Storage to Google Cloud Storage Operator to allow wildcards. OAFE-1500 Outdoor Airflow Measurement System. Airflow Mini Metal Drip Tip 510 Ağızlık. Airflow using the powerful Jinja templating engine. As air passes through your home, air conditioner system and ductwork, it picks up all kinds of junk. Drip Tip - Ağızlık. Airflow Mysql_Hook Modified for Infobright Community Edition - README. Airflow Server Setup Spin up an EC2 instance. BaseHook Abstract base class for sql hooks. Airflow, developed at Airbnb has a growing community and seemed to be the best suited for our purposes. Alright lets setup our Airflow server. BMW Motorradjacke Airflow Herren (schwarz) Größe 52. The Avocado 24 Bottom Airflow is a RDTA atomizer with a diameter of 24 mm and a height of 47 The Avocado 24 Bottom Airflow can also be used in single-coil configuration and comes with a. py; default_login. Play your favorite videos to Chromecast or Apple TV devices that are connected to the same wireless network as your computer. How I learned to time travel, or, d by PyData 7324 views. from airflow. replace taken from open source projects. As air passes through your home, air conditioner system and ductwork, it picks up all kinds of junk. Records are processed by python script. Translation airflow direction to ukrainian 1. GitHub Gist: instantly share code, notes, and snippets. Mon, 01 May, 21:24 ASF subversion and git services (JIRA). The Airflow scheduler executes your tasks on an array of workers while following the specified dependencies. • Parameterizing your scripts is built into the core of Airflow using the powerful. (Gear & P/N): This table is used to determine the base airflow (in g/sec) for the IAC/ETC control vs Engine coolant temperature. com/presentation/d/1mCgDT7DEj2jsrr09Omm4lAspihmPXaA8r-dBuyPNT5U/edit?usp=sharing --- Abstract: Big…. import os import psycopg2 import psycopg2. Reaping means ensuring the parent is aware (join()) that is childs are dead/done. Front-to-Back Airflow. py under the plugins directory which contains each plugin class. Airflow provides a platform for distributed task execution across complex workflows as directed acyclic graphs (DAGs) defined by code. OAFE-1500 Outdoor Airflow Measurement System. BaseHook Abstract base class for sql hooks. The fact-checkers, whose work is more and more important for those who prefer facts over lies, police the line between fact and falsehood on a day-to-day basis, and do a great job. Today, my small contribution is to pass along a very good overview that reflects on one of Trump’s favorite overarching falsehoods. Namely: Trump describes an America in which everything was going down the tubes under  Obama, which is why we needed Trump to make America great again. And he claims that this project has come to fruition, with America setting records for prosperity under his leadership and guidance. “Obama bad; Trump good” is pretty much his analysis in all areas and measurement of U.S. activity, especially economically. Even if this were true, it would reflect poorly on Trump’s character, but it has the added problem of being false, a big lie made up of many small ones. Personally, I don’t assume that all economic measurements directly reflect the leadership of whoever occupies the Oval Office, nor am I smart enough to figure out what causes what in the economy. But the idea that presidents get the credit or the blame for the economy during their tenure is a political fact of life. Trump, in his adorable, immodest mendacity, not only claims credit for everything good that happens in the economy, but tells people, literally and specifically, that they have to vote for him even if they hate him, because without his guidance, their 401(k) accounts “will go down the tubes.” That would be offensive even if it were true, but it is utterly false. The stock market has been on a 10-year run of steady gains that began in 2009, the year Barack Obama was inaugurated. But why would anyone care about that? It’s only an unarguable, stubborn fact. Still, speaking of facts, there are so many measurements and indicators of how the economy is doing, that those not committed to an honest investigation can find evidence for whatever they want to believe. Trump and his most committed followers want to believe that everything was terrible under Barack Obama and great under Trump. That’s baloney. Anyone who believes that believes something false. And a series of charts and graphs published Monday in the Washington Post and explained by Economics Correspondent Heather Long provides the data that tells the tale. The details are complicated. Click through to the link above and you’ll learn much. But the overview is pretty simply this: The U.S. economy had a major meltdown in the last year of the George W. Bush presidency. Again, I’m not smart enough to know how much of this was Bush’s “fault.” But he had been in office for six years when the trouble started. So, if it’s ever reasonable to hold a president accountable for the performance of the economy, the timeline is bad for Bush. GDP growth went negative. Job growth fell sharply and then went negative. Median household income shrank. The Dow Jones Industrial Average dropped by more than 5,000 points! U.S. manufacturing output plunged, as did average home values, as did average hourly wages, as did measures of consumer confidence and most other indicators of economic health. (Backup for that is contained in the Post piece I linked to above.) Barack Obama inherited that mess of falling numbers, which continued during his first year in office, 2009, as he put in place policies designed to turn it around. By 2010, Obama’s second year, pretty much all of the negative numbers had turned positive. By the time Obama was up for reelection in 2012, all of them were headed in the right direction, which is certainly among the reasons voters gave him a second term by a solid (not landslide) margin. Basically, all of those good numbers continued throughout the second Obama term. The U.S. GDP, probably the single best measure of how the economy is doing, grew by 2.9 percent in 2015, which was Obama’s seventh year in office and was the best GDP growth number since before the crash of the late Bush years. GDP growth slowed to 1.6 percent in 2016, which may have been among the indicators that supported Trump’s campaign-year argument that everything was going to hell and only he could fix it. During the first year of Trump, GDP growth grew to 2.4 percent, which is decent but not great and anyway, a reasonable person would acknowledge that — to the degree that economic performance is to the credit or blame of the president — the performance in the first year of a new president is a mixture of the old and new policies. In Trump’s second year, 2018, the GDP grew 2.9 percent, equaling Obama’s best year, and so far in 2019, the growth rate has fallen to 2.1 percent, a mediocre number and a decline for which Trump presumably accepts no responsibility and blames either Nancy Pelosi, Ilhan Omar or, if he can swing it, Barack Obama. I suppose it’s natural for a president to want to take credit for everything good that happens on his (or someday her) watch, but not the blame for anything bad. Trump is more blatant about this than most. If we judge by his bad but remarkably steady approval ratings (today, according to the average maintained by 538.com, it’s 41.9 approval/ 53.7 disapproval) the pretty-good economy is not winning him new supporters, nor is his constant exaggeration of his accomplishments costing him many old ones). I already offered it above, but the full Washington Post workup of these numbers, and commentary/explanation by economics correspondent Heather Long, are here. On a related matter, if you care about what used to be called fiscal conservatism, which is the belief that federal debt and deficit matter, here’s a New York Times analysis, based on Congressional Budget Office data, suggesting that the annual budget deficit (that’s the amount the government borrows every year reflecting that amount by which federal spending exceeds revenues) which fell steadily during the Obama years, from a peak of $1.4 trillion at the beginning of the Obama administration, to $585 billion in 2016 (Obama’s last year in office), will be back up to $960 billion this fiscal year, and back over $1 trillion in 2020. (Here’s the New York Times piece detailing those numbers.) Trump is currently floating various tax cuts for the rich and the poor that will presumably worsen those projections, if passed. As the Times piece reported: