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1. Open Snapseed and select Settings.
2. Select Image Sizing and adjust it to your needs.
3. Select Format and quality and do the same.

When multiple messages are sent, it will improve performance. He balances the load of the partition by sending each message to a partition that has less workload. The natural order of messages is changed by the partition running in parallel, with some messages running before others.

This is an optimal solution if the order in which messages are processed is not relevant. In a stream of logs, the source timestamp could be included to be able to later order the logs.

The order of the message sequence is important when we work in an EDA architecture, as it is necessary to maintain event-sourced reality. In case of loss, this order is important to be able to maintain and regenerate the state of entities.

To solve this problem, we need to specify a key. Messages referring to a specific entity are affected. If we send a message about banking operations, the key could be the bank account number or credit card number. The sequence would remain in order if all messages were directed to the same partition.

If there is a heavy workload on the network, a message can't be saved at that moment because of a timeout.

The "retries" property allows retry to specify the number of retries to save a failed message. If we don't set it, there's no problem because it will be set by default.

If one of the messages fails, the other requests will process the following messages, even if they are not successful. When the message that failed is saved on the next attempt, it will break the order because it will be saved after following messages.

The "max.in.flight.requests.per.connection" property can be used to limit the number of concurrent requests. If a specific message fails, we will set this value to 1 so that order is restored.

This will ensure message order, but efficiency comes at the cost of performance, which decreases depending on the scenario and load The drop in performance is not critical or relevant.

Idempotency is the property that a message is always delivered and delivered exactly once.

idempotence guarantees data consistency.

It sounds obvious, but in a distributed system this is the most difficult to fulfill. We will try to explain it clearly.

The delivery flow of a message is summarized in 3 steps.

This flow is easily represented in a scheme.

Knowing this flow leads to four casuistry or Semantics.

The message can be processed many times.

This scenario is not established by default in Kafka.

If there is a problem in the delivery of the message, the producer will make a retries until the delivery is confirmed.

This solution may be correct for most applications on the surface. There is a problem that can be created to achieve idempotence.

If the broker saves the message in the offset, but the producer experiences a Transient incident, the producer won't get the message delivery confirmation.

The producer will try to send the message as many times as necessary until it gets an answer.

The scenario ensures that the message is sent successfully, but it can also generate duplicate messages at the partition offset.

The following diagram shows a casuistry.

As soon as the messages arrive at the broker the offset is committed. If something went wrong in the delivery, the message will be lost and cannot be read.

It's usually used for a fire-and-forget approach, where the message is sent to Kafka without any retries, ignoring any response from the broker.

It is recommended to save the data before sending a message.

It is necessary to make sure that the message is sent without loss or duplicate.

It is recommended that the sending of messages is done within a transaction in order to ensure the arrival of the messages, their sequence and the unique nature of the messages, so that the consumer can operate correctly with the offsets.

It will be easy to set up the following properties in order for the idempotency to be fulfilled.

The producer is ready to work under the idempotence.

If we want our consumer to work, we need to help it from the producer.

The consumer needs to do more work on the control and management of offsets manually to achieve idempotence.

The property defines a part of the key that will be used to generate the transaction id next to the sequence.

The transaction will make sure that all transaction messages are sent correctly and that the sequence and offset are prepared for the consumer.

A transaction is similar to a database in that it prepares and executes multiple write operations. In the event of a problem, no changes are made to the offset and the problem is reported to the producer so that it can decide whether to perform a transaction or not. If everything is correct, message delivery is ensured.

The consumer can specify that it only read messages from the offset once the transaction is finished and secured.

We will use Java and the kafka-clients library.

We will add the following dependencies to the pom.xml.

Dependencies

dependency

The group id is org.apache.kafka.

Kafka-clients have an artifactId>.

version>2. 3.0

dependency

dependency

group id>org.slf4j

artifact id>slf4j-simple.

version>1.6.1

dependency>

Dependencies

In this example, we are going to use a simulation of a critical engine that has several temperature sensors, and we are going to send massive events from them. A simulation will send a thousand events, randomly choosing a certain sensor and having a temperature between 100 and 300 degrees Celsius.

The code implements the concepts.

The consumer needs to be executed first so that it listens to the producer's messages.

import java.text. simple date format

import java.util.Date.

The Catatumbo lightning, historically better known as San Antonio lanterns or Maracaibo lanterns, is a meteorological phenomenon that takes place in the Lake Maracaibo basin in Venezuela, mainly in the southern area of ​​said lake and in the lower basin of the Catatumbo River, the river from which its name comes. Catatumbo lightning is seen as a single phenomenon from afar, but scientists from the Center for Scientific Modeling think it's appropriate to talk about it.

The phenomenon is characterized by the appearance of a series of lightning bolts, electrical discharges from cloud to earth, cloud to earth and between clouds in an almost continuous manner, which can 888-269-5556 888-269-5556.

The maximum level of the troposphere in the tropics is between 12 and almost 16 kilometers high, which is where the clouds of great vertical development or cumulonimbus that develop until reaching altitudes between 12 and almost 16 kilometers high are located. As the winds associated with the Low Level Night Current of the Lake Maracaibo Basin penetrate the surface of the lake in the afternoon (when evaporation is greater) and are forced to ascend by the contrast of cold air masses coming from the Perijá mountain system (3,750 masl) and the Mérida Cordillera, the Venezuelan branch of the Andes (up to 5,000 masl, approximately).

Clouds of great vertical development are produced in the Catatumbo river basin, due to the orographic effect caused by the mountain ranges, which have air mass that is less humid and warmer. This phenomenon is very easy to see from tens of kilometers away, for example, from Cúcuta, in Colombia, or from the highway of the plains between the cities of Guanare and Barinas to the south of the Cordillera de Mérida (as long as they are not present clouds during the night). It occurs between April and November producing electrical activity 95% of the nights and/or up to 260 times a year and lasts up to 10 hours during the night; Furthermore, this phenomenon can reach more than 90 downloads per minute.

Although it is true that electrical storms produce a high amount of ozone, and Catatumbo registers the highest density of electrical discharges in the world, with more than 200/km²/year, ​ ​ it is very It is unlikely that this ozone will reach the stratosphere and regenerate the ozone layer.

The storms could help repair the damage to the ozone layer, according to a Venezuela-based environmentalist who is leading a campaign to have the entire system recognized as a UNESCO World Heritage site.

"Based on the fact that there is a cloud-to-cloud nighttime thunderstorm cycle, it is possible that some of the ozone generated reaches the bottom of the ozone layer," wroteQuiroga.

The Catatumbo lightning usually develops between the coordinates of 9°31'02.7"N and 9°39'47.4"N of latitude and 72°06'57.2"W and 71°38'25.6"W of longitude, which It supposes a very extensive area although, as is logical, not all of this area always has the same storm activity. Motiln indigenous groups have always resisted domination by the Spanish first and have tried to exploit their territory later. They accepted the participation of Spanish Capuchin missionaries in the second half of the 20th century, who founded several mission towns such as El Tukuko.

In El Tukuko a meteorological station was installed and in several years of observation the annual rainfall amount never fell below 4,000 millimetres. The Catatumbo River is 500 km in length and is accessible for a large portion of its route. The final part of the course has a number of meanders and leads to a delta that has been built on the lake. If it weren't for the fact that the lake is a zone of subsidence of the land, the river would have covered the lake.

"La Dragontea" was the first poem to mention the Catatumbo lightning. The English pirate Francis Drake was defeated by the mayor of Amaya.

The phenomenon was known as Faroles de Maracaibo in the local area and was referred to as Lanternas de Santo Antonio by explorers and scientists. The Prussian naturalist and explorer Alejandro de Humboldt, based on the book Viage de Varinas by M. Palacios, made various assumptions and described it as "electrical explosions that are like phosphorescent glows..."; It was later described by the Italian geographer Agustín Codazzi as a "continuous lightning bolt that seems to emerge from the Zulia River and its surroundings".

Since the phenomenon is known, many researchers in various areas have tried to find the root cause of it.

Melchor Centeno, who carried out one of the main modern studies, attributes the origin of electrical storms to the closed circulation of winds in the region.

Between 1966 and 1970, the scientist Andrés Zavrotsky, together with assistants from the Universidad de los Andes, made three expeditions to Santa Bárbara del Zulia, with which he concluded that the location would have several epicenters in the swamps of the Ciénagas de Juan Manuel National Park. from Aguas Claras and Aguas Negras to the west of Lake Maracaibo; without penetrating them.

He suggested in 1991 that the phenomenon could be caused by the meeting of hot and cold air currents, but this statement has not been proven.

Between 1997 and 2000, a team headed by Nelson Falcón from the University of Carabobo carried out several expeditions and managed to locate the epicenters of the phenomenon inside the Juan Manuel swamps, and made the first microphysical model of the Catatumbo lightning, identifying methane as one of the main causes of the phenomenon, although it is also a general model of cloud electrification.

It has not been possible to confirm the methane inside the lightning clouds.

After the year 2000, a team from the Center for Scientific Modeling of the University of Zulia, led by Ángel G. Muñoz, began to investigate the relationships between atmospheric variables that could provide a better explanation of storm activity (and therefore electricity) in the basin. of Lake Maracaibo (CLM).

Muñoz and Díaz-Lobatón (2011) ​ show the variations in electroatmospheric activity in the northwestern region of Venezuela and highlight the implications of both the Caribbean Low Level Jet ​ and the displacements of the Intertropical Convergence Zone (ITCZ) in the observable phenomenology of Catatumbo lightning. The correlation between the potential energy available for the three winds and electrical activity in the CLM was shown by Daz-Lobatn and Muoz. The most recent research from that research center suggests an important role in the night jet.

During the dry season in northern Venezuela, the lightning has had a less intense intensity.

It is normal for the phenomenon to have fluctuations that compensate each other.

The Scientific Modeling Center (CMC) has been making expeditions to the region of interest since 1998 in order to determine the probable causes of the phenomenon, one of the most outstanding occurred the week of April 12 to 15, 2015. , with the participation of researchers from the Virtual Meteorology Center (CvM), the Aviation Meteorology Service and the International Research Institute for Climate and Society (IRI).

This expedition consisted of launching several ground-tethered, hydrogen-inflated weather balloons to the height of the cloud base (approximately 1,000 meters), equipped with self-contained recorders designed and built by the CMC, recording atmospheric pressure, temperature, and humidity. environment at altitudes of 10, 500 and 1000 meters for periods of several continuous hours from two different locations during the four days of the campaign.

During each measurement period, the captive balloons were successfully retrieved and the data captured by the "Icaros" recorders were downloaded via portable computers in the field; These data will make it possible to refine the forecasting and early warning systems for adverse events currently maintained by the Integrated Surveillance System of the Lake Maracaibo Basin (SIVIGILA).

In January 2016 a study was published showing that it is possible to generate lightning forecasts for the Lake Maracaibo basin months in advance.

The methodology is based on the effect of the low-level night jet in the Lake Maracaibo basin, a "tide" of winds that moves from north to south and from south to north at different times of the year.

Zulia, the northwestern state of Venezuela, has lightning on its official shield to symbolize the phenomenon. The author of the anthem of the Zulia State is Udn Pérez from Zuliano, and the lyrics refer to this phenomenon.

The Wari ethnic group defines it as "the concentration of millions of cocuyos that meet every night in Catatumbo to pay tribute to the parents of creation", while the Yucpas and the Wayúu attribute it to the presence of the spirits of the fallen peasants that shine as a kind of message, in addition to considering it the "eternal glow in the heights".

The phenomenon of Catatumbo is referred to by a Zulian bagpipe.

The thunder of Catatumbo is mentioned in the baseball song "La Pelota Caliente".

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Everyone who runs a business needs a policy in place so as to avoid the infiltration of fraudulent practices and individuals who indulge in them. All those associated with a firm need to make sure that they do not get ensnared by something phoney as that will lead to complications and monetary losses.

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Most of these non-banking institutions need a fraud control unit in place before they receive loan applicants. The chief purpose of these FCUs (Fraud Control Units) is to monitor any suspicious transactions in the accounts of individuals whose loans require sanctioning. Some instances of discrepancies would be a student whose account gets credited with a sudden inflow of inexplicable cash.

Less than a year ago, some individuals in Bengaluru were arrested for scamming people through fake loan apps. Fraud can happen both ways, loan applicants misrepresenting financial documents or even fraudulent financial institutions scamming citizens. A couple of Chartered Accountants had specialized in setting up a Non- Banking Financial Company (NBFC) and many people gave up their lives as they were unable to repay the loans that they had taken from such loan apps. These incidents yet again showcase how important it is to conduct background screenings when it comes to financial-related queries. Follow the link to know more about our background check solutions for banks, NBFCs and HFCs.

As a company that conducts extensive background checks, Millow physically verifies by conducting field investigations. Some of the people who apply for a loan need a lot of verification on the bank’s part so as to be in the clear. The different kinds of loans are infrastructure-related ones, education-based ones and small business ones. Suppose, an individual who receives a salary of 10 lakhs per annum were to ask an NBFC to sanction a loan for them. We verify their credit history, bank statements for all the previous months and CIBIL score. We then prepare a report and state details of any financial discrepancies that might need careful consideration. Some examples of such discrepancies would be an evasion of taxes, untimely payments, withdrawal and influx of massive amounts of cash, not clearing one’s dues in terms of prior loans. We also check Form 16 to get insights into their Income Tax records. Once the history of the applicant gets generated, a call is then taken regarding the amount of loan that can be issued.

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