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github-actions[bot]: Updated results file when running examples on Sat Mar 29 21:17:59 UTC 2025
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What is APR?APR stands for Annual Percentage Rate. It's a measure of the annual cost of borrowing money, expressed as a percentage rate. This includes not only the interest you pay on loans but also any additional fees associated with obtaining that loan.
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Here are some key points about APR:
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1. **Includes Fees**: Unlike simple interest rates, which typically exclude fees, APR incorporates all costs related to borrowing money over a year. These can include origination fees, application fees, discount points, and other charges.
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2. **Reflects Cost of Credit**: It gives you an idea of the true cost of credit when comparing different loan offers or types of loans.
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3. **Used for Comparison**: Lenders are required by law to disclose APR when advertising certain types of loans (like adjustable-rate mortgages). This allows consumers to compare "apples-to-apples" when evaluating multiple loan options.
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4. **Not Just for Loans**: While it's most commonly associated with loans, APR can also be used for credit cards and other forms of credit.
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5. **Annualized**: The rate is annualized, meaning it represents the cost per year to borrow $100 for a full 365-day period.
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For example, if you're considering two mortgage offers:
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- Offer A has an interest rate of 4% and origination fees of $2,000.
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- Offer B has an interest rate of 4.25%, but no origination fees.
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If both loans are for the same amount and have the same term (e.g., 30 years), APR would help you compare them more accurately:
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- For Offer A, the APR might be around 4.16% (including $2,000 in origination fees).
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- For Offer B, assuming no additional fees, the APR could be closer to 4.25%.
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By comparing these APRs, you can see that while both loans have similar interest rates, Offer A actually costs more due to its higher upfront fee.yes
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@SuppressWarnings("unchecked")
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public static Map<String, String> deserializeOffsetMap(String lastSourceOffset) throws IOException {
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Map<String, String> offsetMap;
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if (lastSourceOffset == null || lastSourceOffset.isEmpty()) {
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offsetMap = new HashMap<>();
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} else {
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offsetMap = JSON_MAPPER.readValue(lastSourceOffset, Map.class);
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}
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return offsetMap;
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}
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The provided Java code is a static method named `deserializeOffsetMap` within the `OffsetUtil` class in the StreamSets DataCollector repository's `stagesupport/src/main/java/com/` directory, specifically at `com.streamsets.datacollector.onprem.plugin.kafka.offset.OffsetUtil.java`. This method is designed to deserialize a JSON string containing offset information into a `Map<String, String>` object.
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Here's an explanation of the code:
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1. **Method Signature:**
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```java
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@SuppressWarnings("unchecked")
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public static Map<String, String> deserializeOffsetMap(String lastSourceOffset) throws IOException;
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```
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- The method is declared as `public`, `static`, and returns a `Map<String, String>`.
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- It takes one parameter: `lastSourceOffset` of type `String`.
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- The method throws an `IOException`.
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2. **Null and Empty Check:**
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```java
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if (lastSourceOffset == null || lastSourceOffset.isEmpty()) {
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offsetMap = new HashMap<>();
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} else {
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// ...
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}
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```
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- If the input string is either `null` or empty, a new `HashMap<String, String>` named `offsetMap` is created and assigned to it.
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3. **Deserialization:**
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```java
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offsetMap = JSON_MAPPER.readValue(lastSourceOffset, Map.class);
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```
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- If the input string isn't null or empty, the method uses a `JSON_MAPPER` object (assumed to be an instance of a JSON parser like Jackson's `ObjectMapper`) to deserialize it into a `Map<String, String>`. The `readValue()` function is called with two arguments:
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1. The input string (`lastSourceOffset`).
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2. A type argument `Map.class`, indicating that the method expects a map as output.
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4. **Return Statement:**
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```java
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return offsetMap;
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```
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- After processing, the deserialized or default-constructed `offsetMap` is returned.
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In summary, this function takes a JSON string representing an offset map and returns it as a `Map<String, String>`. If no input string is provided (null or empty), it creates a new empty map; otherwise, it deserializes the given JSON string into a map using a JSON parser. The `@SuppressWarnings("unchecked")` annotation warns about potential unchecked casts in the code but doesn't affect its functionality since `Map<String, String>` is a known type.
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EVALUATION:
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The similarity (Levenshtein) between this answer and the ground truth is:
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0.19295900178253123
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{'input': {'source_code': '@SuppressWarnings("unchecked")\npublic static Map<String, String> deserializeOffsetMap(String lastSourceOffset) throws IOException {\n Map<String, String> offsetMap;\n if (lastSourceOffset == null || lastSourceOffset.isEmpty()) { \n offsetMap = new HashMap<>(); \n } else {\n offsetMap = JSON_MAPPER.readValue(lastSourceOffset, Map.class); \n }\n return offsetMap;\n}\n', 'repo_info': {'repo': 'streamsets/datacollector', 'path': 'stagesupport/src/main/java/com/.../OffsetUtil.java', 'function_name': 'OffsetUtil.deserializeOffsetMap'}}, 'output': 'The provided Java function `deserializeOffsetMap` is part of the StreamSets Data Collector (datacollector) repository, specifically located in the `stagesupport/src/main/java/com/` directory. This function is named `OffsetUtil.deserializeOffsetMap`. Here\'s a breakdown of its purpose and functionality:\n\n1. **Purpose**: The primary goal of this method is to deserialize a JSON string into a `Map<String, String>` object. It assumes that the input JSON represents an offset map with keys as strings (e.g., "record_id", "timestamp") and values also being strings (e.g., "1234567890" or "2022-01-01T00:00:00Z").\n\n2. **Input**: The method takes a single parameter, `lastSourceOffset`, which is expected to be a JSON string representing an offset map. If this input is null or empty (i.e., `null` or `""`), the function initializes and returns a new `HashMap<String, String>` with no entries.\n\n3. **Deserialization**:\n - When `lastSourceOffset` is not null or empty:\n - The method uses Jackson\'s `JSON_MAPPER`, an instance of `ObjectMapper`, to parse the JSON string into a `Map<String, String>`. This is done using the `readValue()` method with `Map.class` as the target class.\n - If `lastSourceOffset` is null or empty:\n - The function initializes and returns a new `HashMap<String, String>` with no entries (i.e., an empty map).\n\n4. **Return Value**: Regardless of whether the input was null or non-empty, this method always returns a `Map<String, String>`. This ensures that the caller can safely use the returned object without worrying about potential null values.\n\n5. **Exception Handling**: The function does not explicitly handle `IOException`. However, since it\'s called within the context of StreamSets Data Collector (datacollector), any underlying I/O issues are likely to be managed by the framework itself.\n\nIn summary, this method serves as a utility for converting JSON strings into Map<String, String> objects representing offset data. It ensures that null or empty inputs result in an empty map, while non-empty inputs are parsed using Jackson\'s `JSON_MAPPER`.', 'metric': 0.20593869731800762}
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@SuppressWarnings("unchecked")
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public static Map<String, String> deserializeOffsetMap(String lastSourceOffset) throws IOException {
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Map<String, String> offsetMap;
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if (lastSourceOffset == null || lastSourceOffset.isEmpty()) {
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offsetMap = new HashMap<>();
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} else {
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offsetMap = JSON_MAPPER.readValue(lastSourceOffset, Map.class);
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}
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return offsetMap;
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}
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The provided Java code is a static method named `deserializeOffsetMap` within the `OffsetUtil` class in the StreamSets DataCollector repository's `stagesupport/src/main/java/com/` directory, specifically at `com.streamsets.datacollector.onprem.plugin.kafka.offset.OffsetUtil.java`. This method is designed to deserialize a JSON string containing offset information into a `Map<String, String>` object.
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Here's an explanation of the code:
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1. **Method Signature:**
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```java
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@SuppressWarnings("unchecked")
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public static Map<String, String> deserializeOffsetMap(String lastSourceOffset) throws IOException;
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```
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- The method is declared as `public`, `static`, and returns a `Map<String, String>`.
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- It takes one parameter: `lastSourceOffset` of type `String`.
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- The method throws an `IOException`.
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2. **Null and Empty Check:**
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```java
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if (lastSourceOffset == null || lastSourceOffset.isEmpty()) {
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offsetMap = new HashMap<>();
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} else {
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// ...
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}
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```
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- If the input string is either `null` or empty, a new `HashMap<String, String>` named `offsetMap` is created and assigned to it.
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3. **Deserialization:**
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```java
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offsetMap = JSON_MAPPER.readValue(lastSourceOffset, Map.class);
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```
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- If the input string isn't null or empty, the method uses a `JSON_MAPPER` object (assumed to be an instance of a JSON parser like Jackson's `ObjectMapper`) to deserialize it into a `Map<String, String>`. The `readValue()` function is called with two arguments:
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1. The input string (`lastSourceOffset`).
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2. A type argument `Map.class`, indicating that the method expects a map as output.
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4. **Return Statement:**
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```java
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return offsetMap;
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```
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- After processing, the deserialized or default-constructed `offsetMap` is returned.
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In summary, this function takes a JSON string representing an offset map and returns it as a `Map<String, String>`. If no input string is provided (null or empty), it creates a new empty map; otherwise, it deserializes the given JSON string into a map using a JSON parser. The `@SuppressWarnings("unchecked")` annotation warns about potential unchecked casts in the code but doesn't affect its functionality since `Map<String, String>` is a known type.
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----- Loading seed examples -----
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{"task_description": "to teach a large language model to come up with puns", "created_by": "mizmo", "seed_examples": [{"question": "Tell me a pun about birds.", "answer": "Why do birds eat wood?\nBecause they're peckish!"}, {"question": "Tell me a pun about gas.", "answer": "Why did the car have a belly ache?\nBecause it had too much gas!"}, {"question": "Tell me a pun about waves.", "answer": "What did the ocean say to the ocean?\nNothing. It just waved!"}]}
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----- Generating questions -----
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[{"icl_question": "Tell me a pun about birds.", "icl_answer": "Why do birds eat wood?\nBecause they're peckish!", "question": "Craft a pun involving fruits that are known for their vibrant colors."}, {"icl_question": "Tell me a pun about birds.", "icl_answer": "Why do birds eat wood?\nBecause they're peckish!", "question": "Devise a pun that combines elements of classic literature with modern technology."}, {"icl_question": "Tell me a pun about gas.", "icl_answer": "Why did the car have a belly ache?\nBecause it had too much gas!", "question": "Create a pun involving a famous painter and his artwork."}, {"icl_question": "Tell me a pun about gas.", "icl_answer": "Why did the car have a belly ache?\nBecause it had too much gas!", "question": "Formulate a pun about a popular music genre and its instruments."}, {"icl_question": "Tell me a pun about waves.", "icl_answer": "What did the ocean say to the ocean?\nNothing. It just waved!", "question": "Imagine you're a fruit, what pun could you create about being picked?"}, {"icl_question": "Tell me a pun about waves.", "icl_answer": "What did the ocean say to the ocean?\nNothing. It just waved!", "question": "If a math book loves to add numbers, what might it say when it's feeling particularly affectionate?"}]
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----- Filtering questions -----
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[{"icl_question": "Tell me a pun about birds.", "icl_answer": "Why do birds eat wood?\nBecause they're peckish!", "question": "Craft a pun involving fruits that are known for their vibrant colors."}, {"icl_question": "Tell me a pun about birds.", "icl_answer": "Why do birds eat wood?\nBecause they're peckish!", "question": "Devise a pun that combines elements of classic literature with modern technology."}, {"icl_question": "Tell me a pun about gas.", "icl_answer": "Why did the car have a belly ache?\nBecause it had too much gas!", "question": "Create a pun involving a famous painter and his artwork."}, {"icl_question": "Tell me a pun about gas.", "icl_answer": "Why did the car have a belly ache?\nBecause it had too much gas!", "question": "Formulate a pun about a popular music genre and its instruments."}, {"icl_question": "Tell me a pun about waves.", "icl_answer": "What did the ocean say to the ocean?\nNothing. It just waved!", "question": "Imagine you're a fruit, what pun could you create about being picked?"}, {"icl_question": "Tell me a pun about waves.", "icl_answer": "What did the ocean say to the ocean?\nNothing. It just waved!", "question": "If a math book loves to add numbers, what might it say when it's feeling particularly affectionate?"}]
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----- Generating answers -----
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[{"question": "Craft a pun involving fruits that are known for their vibrant colors.", "answer": "Why did the rainbow go to school?\nTo get a little more \"apple-y\" knowledge!"}, {"question": "Devise a pun that combines elements of classic literature with modern technology.", "answer": "Why did Shakespeare's iPhone keep breaking?\nBecause it was always getting iMessaged by ghosts from his past plays!"}, {"question": "Create a pun involving a famous painter and his artwork.", "answer": "Why did the Mona Lisa smile so much?\nBecause she saw the canvas of her future in Leonardo's plan!"}, {"question": "Formulate a pun about a popular music genre and its instruments.", "answer": "Why did the rock band refuse to play jazz?\nBecause they couldn't handle the sax-y pressure!"}, {"question": "Imagine you're a fruit, what pun could you create about being picked?", "answer": "Why did the apple join a band?\nBecause it wanted to be plucked and played!"}, {"question": "If a math book loves to add numbers, what might it say when it's feeling particularly affectionate?", "answer": "When the math book feels especially fond of numbers, it might exclaim, \"I'm absolutely infatuated with your sum-ness!\""}]
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----- Filtering QA pairs -----
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[{"question": "Craft a pun involving fruits that are known for their vibrant colors.", "answer": "Why did the rainbow go to school?\nTo get a little more \"apple-y\" knowledge!"}, {"question": "Devise a pun that combines elements of classic literature with modern technology.", "answer": "Why did Shakespeare's iPhone keep breaking?\nBecause it was always getting iMessaged by ghosts from his past plays!"}, {"question": "Create a pun involving a famous painter and his artwork.", "answer": "Why did the Mona Lisa smile so much?\nBecause she saw the canvas of her future in Leonardo's plan!"}, {"question": "Formulate a pun about a popular music genre and its instruments.", "answer": "Why did the rock band refuse to play jazz?\nBecause they couldn't handle the sax-y pressure!"}, {"question": "Imagine you're a fruit, what pun could you create about being picked?", "answer": "Why did the apple join a band?\nBecause it wanted to be plucked and played!"}, {"question": "If a math book loves to add numbers, what might it say when it's feeling particularly affectionate?", "answer": "When the math book feels especially fond of numbers, it might exclaim, \"I'm absolutely infatuated with your sum-ness!\""}]
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Hello
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Hello
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Hello in French is "Bonjour".
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@SuppressWarnings("unchecked")
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public static Map<String, String> deserializeOffsetMap(String lastSourceOffset) throws IOException {
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Map<String, String> offsetMap;
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if (lastSourceOffset == null || lastSourceOffset.isEmpty()) {
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offsetMap = new HashMap<>();
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} else {
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offsetMap = JSON_MAPPER.readValue(lastSourceOffset, Map.class);
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}
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return offsetMap;
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}
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The provided Java function `deserializeOffsetMap` is part of the StreamSets Data Collector (datacollector) repository, specifically located in the `stagesupport/src/main/java/com/` directory. This function is named `OffsetUtil.deserializeOffsetMap`. Here's a breakdown of its purpose and functionality:
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1. **Purpose**: The primary goal of this method is to deserialize a JSON string into a `Map<String, String>` object. It assumes that the input JSON represents an offset map with keys as strings (e.g., "record_id", "timestamp") and values also being strings (e.g., "1234567890" or "2022-01-01T00:00:00Z").
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2. **Input**: The method takes a single parameter, `lastSourceOffset`, which is expected to be a JSON string representing an offset map. If this input is null or empty (i.e., `null` or `""`), the function initializes and returns a new `HashMap<String, String>` with no entries.
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3. **Deserialization**:
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- When `lastSourceOffset` is not null or empty:
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- The method uses Jackson's `JSON_MAPPER`, an instance of `ObjectMapper`, to parse the JSON string into a `Map<String, String>`. This is done using the `readValue()` method with `Map.class` as the target class.
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- If `lastSourceOffset` is null or empty:
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- The function initializes and returns a new `HashMap<String, String>` with no entries (i.e., an empty map).
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4. **Return Value**: Regardless of whether the input was null or non-empty, this method always returns a `Map<String, String>`. This ensures that the caller can safely use the returned object without worrying about potential null values.
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5. **Exception Handling**: The function does not explicitly handle `IOException`. However, since it's called within the context of StreamSets Data Collector (datacollector), any underlying I/O issues are likely to be managed by the framework itself.
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In summary, this method serves as a utility for converting JSON strings into Map<String, String> objects representing offset data. It ensures that null or empty inputs result in an empty map, while non-empty inputs are parsed using Jackson's `JSON_MAPPER`.
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EVALUATION:
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The similarity (Levenshtein) between this answer and the ground truth is:
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0.20641762452107282

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