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feat(hogql): placeholders and cleanup #14116

Merged
merged 13 commits into from
Feb 8, 2023
Merged

feat(hogql): placeholders and cleanup #14116

merged 13 commits into from
Feb 8, 2023

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mariusandra
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@mariusandra mariusandra commented Feb 7, 2023 •
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Problem

Changes

  • Adds {placeholder} node support and hence a templating/query building system. See this comment to where that might lead.
  • Renames the previously unused ast.Column to ast.Alias
  • Replaces ast.BooleanOperation with simpler to use ast.And and ast.Or
  • Simplifies ast.NotOperation -> ast.Not
  • Simplifies ast.FieldAccessChain + ast.FieldAccess -> ast.Field
  • Splits hogql.py into printer.py, constants.py, context.py

How did you test this code?

Copied over all relevant tests, added a bunch of new ones

Base automatically changed from antlr to master February 7, 2023 16:02
@mariusandra mariusandra mentioned this pull request Feb 7, 2023
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mariusandra
mariusandra commented Feb 7, 2023
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Left some annotations. Tests are green. This is ready for a look. The PR is mostly a lot of refactoring, plus the placeholder node system extracted from the big PR.

posthog/hogql/hogql.py


def translate_hogql(query: str, context: HogQLContext) -> str:
def translate_hogql(query: str, context: HogQLContext, dialect: Literal["hogql", "clickhouse"] = "clickhouse") -> str:
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This is the only function left in this file. I left it in place since it's used in many other parts of the app. The rest of the file moved to printer.py, constants.py and context.py

posthog/hogql/context.py
Comment on lines +5 to +10
@dataclass
class HogQLFieldAccess:
input: List[str]
type: Optional[Literal["event", "event.properties", "person", "person.properties"]]
field: Optional[str]
sql: str
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This HogQLFieldAccess is copied over from the printer as it was. I'd like to get rid of it in a followup. Probably when working on aliases.

HogQLFieldAccess gathers fields as they are printed. While that might be useful, we often discard this printed string just to get this metadata. The cleaner approach is to just visit the tree, check all Call or Field nodes and use that information directly. No need to print anything in this case. This PR already contains such utils. That refactor is for later.

posthog/hogql/printer.py
Comment on lines +144 to +154
translated_args = ", ".join([print_ast(arg, stack, context, dialect) for arg in node.args])
if dialect == "hogql":
response = f"{node.name}({translated_args})"
elif node.name == "count":
response = "count(*)"
elif node.name == "countDistinct":
response = f"count(distinct {translated_args})"
elif node.name == "countDistinctIf":
response = f"countIf(distinct {translated_args})"
else:
response = f"{node.name}({translated_args})"
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These need to be looked over still, but that's part of another checkbox.

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I swapped out the old placeholders system introduced earlier in this PR for a better one based on the visitor pattern. I pushed it still into this PR. I won't touch this PR anymore, and it's definitely ready to be reviewed.

@mariusandra mariusandra mentioned this pull request Feb 8, 2023
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yakkomajuri
yakkomajuri reviewed Feb 8, 2023
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posthog/hogql/constants.py
@@ -0,0 +1,126 @@
# fields you can select from in the events query
EVENT_FIELDS = [
"id",
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this doesn't exist on the schema

posthog/hogql/constants.py
"format": "format",
"concat": "concat",
"coalesce": "coalesce",
"substring": "substringUTF8",
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Hmm if the route we're taking is having these little bits of magic then somewhere they should be made pretty explicit. As a suggestion if we want to keep this as is I'd at least put the "magic mappings" at the top and explain in a comment why we do so (even though I see why reading this!)

Just want to be very explicit about where we're diverging the dialects

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Yes, we should document and clean this up. I'm not sure which "magic shortcuts" we want to take. I'm very very happy to revisit this list and make a real decision on each case. The current list was composed in a 20min runthrough of the clickhouse docs, explicitly without having full sql statements in mind. Things have changed enough.

posthog/hogql/constants.py
}
# Permitted HogQL aggregations
HOGQL_AGGREGATIONS = {
"count": 0,
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I take it these are the number of arguments each function takes? Wasn't immediately obvious to me

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@mariusandra mariusandra Feb 8, 2023 •
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Yeah, and this will need to be changed: count can take 0..1 arguments

posthog/hogql/grammar/HogQLLexer.interp
@@ -743,4 +746,4 @@ mode names:
DEFAULT_MODE

atn:
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2, 71, 7, 71, 2, 72, 7, 72, 2, 73, 7, 73, 2, 74, 7, 74, 2, 75, 7, 75, 2, 76, 7, 76, 2, 77, 7, 77, 2, 78, 7, 78, 2, 79, 7, 79, 2, 80, 7, 80, 2, 81, 7, 81, 2, 82, 7, 82, 2, 83, 7, 83, 2, 84, 7, 84, 2, 85, 7, 85, 2, 86, 7, 86, 2, 87, 7, 87, 2, 88, 7, 88, 2, 89, 7, 89, 2, 90, 7, 90, 2, 91, 7, 91, 2, 92, 7, 92, 2, 93, 7, 93, 2, 94, 7, 94, 2, 95, 7, 95, 2, 96, 7, 96, 2, 97, 7, 97, 2, 98, 7, 98, 2, 99, 7, 99, 2, 100, 7, 100, 2, 101, 7, 101, 2, 102, 7, 102, 2, 103, 7, 103, 2, 104, 7, 104, 2, 105, 7, 105, 2, 106, 7, 106, 2, 107, 7, 107, 2, 108, 7, 108, 2, 109, 7, 109, 2, 110, 7, 110, 2, 111, 7, 111, 2, 112, 7, 112, 2, 113, 7, 113, 2, 114, 7, 114, 2, 115, 7, 115, 2, 116, 7, 116, 2, 117, 7, 117, 2, 118, 7, 118, 2, 119, 7, 119, 2, 120, 7, 120, 2, 121, 7, 121, 2, 122, 7, 122, 2, 123, 7, 123, 2, 124, 7, 124, 2, 125, 7, 125, 2, 126, 7, 126, 2, 127, 7, 127, 2, 128, 7, 128, 2, 129, 7, 129, 2, 130, 7, 130, 2, 131, 7, 131, 2, 132, 7, 132, 2, 133, 7, 133, 2, 134, 7, 134, 2, 135, 7, 135, 2, 136, 7, 136, 2, 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262, 7, 262, 1, 0, 1, 0, 1, 0, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 1, 2, 1, 2, 1, 2, 1, 2, 1, 2, 1, 3, 1, 3, 1, 3, 1, 3, 1, 4, 1, 4, 1, 4, 1, 4, 1, 4, 1, 4, 1, 5, 1, 5, 1, 5, 1, 5, 1, 6, 1, 6, 1, 6, 1, 6, 1, 6, 1, 7, 1, 7, 1, 7, 1, 7, 1, 8, 1, 8, 1, 8, 1, 8, 1, 8, 1, 8, 1, 9, 1, 9, 1, 9, 1, 10, 1, 10, 1, 10, 1, 10, 1, 10, 1, 10, 1, 10, 1, 10, 1, 10, 1, 10, 1, 10, 1, 10, 1, 10, 1, 10, 3, 10, 590, 8, 10, 1, 11, 1, 11, 1, 11, 1, 11, 1, 11, 1, 12, 1, 12, 1, 12, 1, 12, 1, 13, 1, 13, 1, 13, 1, 13, 1, 13, 1, 13, 1, 14, 1, 14, 1, 14, 1, 14, 1, 14, 1, 14, 1, 14, 1, 15, 1, 15, 1, 15, 1, 15, 1, 15, 1, 15, 1, 15, 1, 15, 1, 16, 1, 16, 1, 16, 1, 16, 1, 16, 1, 17, 1, 17, 1, 17, 1, 18, 1, 18, 1, 18, 1, 18, 1, 18, 1, 19, 1, 19, 1, 19, 1, 19, 1, 19, 1, 20, 1, 20, 1, 20, 1, 20, 1, 20, 1, 20, 1, 21, 1, 21, 1, 21, 1, 21, 1, 21, 1, 21, 1, 22, 1, 22, 1, 22, 1, 22, 1, 22, 1, 22, 1, 22, 1, 22, 1, 23, 1, 23, 1, 23, 1, 23, 1, 23, 1, 23, 1, 24, 1, 24, 1, 24, 1, 24, 1, 24, 1, 24, 1, 24, 1, 24, 1, 25, 1, 25, 1, 25, 1, 25, 1, 25, 1, 25, 1, 25, 1, 26, 1, 26, 1, 26, 1, 26, 1, 26, 1, 26, 1, 26, 1, 26, 1, 27, 1, 27, 1, 27, 1, 27, 1, 27, 1, 27, 1, 27, 1, 27, 1, 27, 1, 27, 1, 27, 1, 28, 1, 28, 1, 28, 1, 28, 1, 28, 1, 28, 1, 28, 1, 29, 1, 29, 1, 29, 1, 29, 1, 29, 1, 29, 1, 30, 1, 30, 1, 30, 1, 30, 1, 30, 1, 31, 1, 31, 1, 31, 1, 31, 1, 31, 1, 31, 1, 31, 1, 31, 1, 32, 1, 32, 1, 32, 1, 32, 1, 32, 1, 32, 1, 32, 1, 32, 1, 32, 1, 33, 1, 33, 1, 33, 1, 33, 1, 33, 1, 33, 1, 33, 1, 33, 1, 33, 1, 33, 1, 34, 1, 34, 1, 34, 1, 34, 1, 34, 1, 35, 1, 35, 1, 35, 1, 35, 1, 36, 1, 36, 1, 36, 1, 36, 1, 36, 1, 36, 1, 36, 1, 36, 1, 36, 1, 36, 1, 36, 1, 36, 1, 37, 1, 37, 1, 37, 1, 37, 1, 37, 1, 37, 1, 37, 1, 37, 1, 38, 1, 38, 1, 38, 1, 38, 1, 38, 1, 38, 1, 39, 1, 39, 1, 39, 1, 39, 1, 39, 1, 39, 1, 39, 1, 40, 1, 40, 1, 40, 1, 40, 1, 40, 1, 41, 1, 41, 1, 41, 1, 41, 1, 41, 1, 41, 1, 41, 1, 41, 1, 41, 1, 41, 1, 41, 1, 42, 1, 42, 1, 42, 1, 42, 1, 42, 1, 42, 1, 42, 1, 42, 1, 42, 1, 43, 1, 43, 1, 43, 1, 43, 1, 43, 1, 43, 1, 43, 1, 44, 1, 44, 1, 44, 1, 44, 1, 44, 1, 44, 1, 44, 1, 44, 1, 44, 1, 44, 1, 44, 1, 44, 1, 44, 1, 45, 1, 45, 1, 45, 1, 45, 1, 45, 1, 45, 1, 45, 1, 45, 1, 45, 1, 45, 1, 45, 1, 46, 1, 46, 1, 46, 1, 46, 1, 46, 1, 47, 1, 47, 1, 47, 1, 47, 1, 47, 1, 47, 1, 47, 1, 47, 1, 47, 1, 48, 1, 48, 1, 48, 1, 48, 1, 48, 1, 48, 1, 48, 1, 48, 1, 48, 1, 48, 1, 48, 1, 48, 1, 49, 1, 49, 1, 49, 1, 49, 1, 49, 1, 50, 1, 50, 1, 50, 1, 50, 1, 50, 1, 51, 1, 51, 1, 51, 1, 51, 1, 52, 1, 52, 1, 52, 1, 52, 1, 52, 1, 52, 1, 52, 1, 53, 1, 53, 1, 53, 1, 53, 1, 53, 1, 53, 1, 53, 1, 54, 1, 54, 1, 54, 1, 54, 1, 54, 1, 54, 1, 54, 1, 55, 1, 55, 1, 55, 1, 55, 1, 55, 1, 55, 1, 55, 1, 55, 1, 56, 1, 56, 1, 56, 1, 56, 1, 56, 1, 56, 1, 56, 1, 56, 1, 56, 1, 56, 1, 56, 1, 57, 1, 57, 1, 57, 1, 57, 1, 57, 1, 57, 1, 57, 1, 57, 1, 58, 1, 58, 1, 58, 1, 58, 1, 58, 1, 58, 1, 58, 1, 58, 1, 59, 1, 59, 1, 59, 1, 59, 1, 59, 1, 59, 1, 60, 1, 60, 1, 60, 1, 60, 1, 60, 1, 60, 1, 61, 1, 61, 1, 61, 1, 61, 1, 61, 1, 61, 1, 62, 1, 62, 1, 62, 1, 62, 1, 62, 1, 62, 1, 62, 1, 62, 1, 62, 1, 62, 1, 63, 1, 63, 1, 63, 1, 63, 1, 64, 1, 64, 1, 64, 1, 64, 1, 64, 1, 64, 1, 64, 1, 65, 1, 65, 1, 65, 1, 65, 1, 65, 1, 65, 1, 65, 1, 66, 1, 66, 1, 66, 1, 66, 1, 66, 1, 67, 1, 67, 1, 67, 1, 67, 1, 67, 1, 68, 1, 68, 1, 68, 1, 68, 1, 68, 1, 68, 1, 68, 1, 68, 1, 68, 1, 69, 1, 69, 1, 69, 1, 69, 1, 69, 1, 69, 1, 69, 1, 70, 1, 70, 1, 70, 1, 70, 1, 70, 1, 70, 1, 70, 1, 70, 1, 70, 1, 70, 1, 70, 1, 70, 1, 71, 1, 71, 1, 71, 1, 71, 1, 71, 1, 71, 1, 72, 1, 72, 1, 72, 1, 72, 1, 72, 1, 72, 1, 72, 1, 73, 1, 73, 1, 73, 1, 73, 1, 73, 1, 73, 1, 73, 1, 73, 1, 73, 1, 73, 1, 73, 1, 73, 1, 73, 1, 74, 1, 74, 1, 74, 1, 74, 1, 74, 1, 75, 1, 75, 1, 75, 1, 76, 1, 76, 1, 76, 1, 77, 1, 77, 1, 77, 1, 77, 1, 77, 1, 77, 1, 78, 1, 78, 1, 78, 1, 79, 1, 79, 1, 79, 1, 79, 1, 79, 1, 79, 1, 80, 1, 80, 1, 80, 1, 80, 1, 80, 1, 80, 1, 80, 1, 80, 1, 80, 1, 80, 1, 80, 1, 80, 1, 80, 3, 80, 1088, 8, 80, 1, 81, 1, 81, 1, 81, 1, 81, 1, 81, 1, 81, 1, 81, 1, 81, 1, 81, 1, 81, 1, 82, 1, 82, 1, 82, 1, 82, 1, 82, 1, 82, 1, 83, 1, 83, 1, 83, 1, 83, 1, 83, 1, 83, 1, 83, 1, 84, 1, 84, 1, 84, 1, 84, 1, 84, 1, 84, 1, 84, 1, 84, 1, 84, 1, 85, 1, 85, 1, 85, 1, 85, 1, 85, 1, 86, 1, 86, 1, 86, 1, 87, 1, 87, 1, 87, 1, 87, 1, 87, 1, 87, 1, 87, 1, 87, 1, 87, 1, 87, 1, 87, 1, 87, 1, 87, 1, 88, 1, 88, 1, 88, 1, 88, 1, 88, 1, 89, 1, 89, 1, 89, 1, 89, 1, 90, 1, 90, 1, 90, 1, 90, 1, 90, 1, 91, 1, 91, 1, 91, 1, 91, 1, 91, 1, 92, 1, 92, 1, 92, 1, 92, 1, 92, 1, 92, 1, 92, 1, 93, 1, 93, 1, 93, 1, 93, 1, 93, 1, 93, 1, 93, 1, 93, 1, 94, 1, 94, 1, 94, 1, 94, 1, 94, 1, 95, 1, 95, 1, 95, 1, 95, 1, 95, 1, 95, 1, 95, 1, 95, 1, 95, 1, 96, 1, 96, 1, 96, 1, 96, 1, 96, 1, 97, 1, 97, 1, 97, 1, 97, 1, 97, 1, 97, 1, 98, 1, 98, 1, 98, 1, 98, 1, 98, 1, 99, 1, 99, 1, 99, 1, 99, 1, 99, 1, 99, 1, 100, 1, 100, 1, 100, 1, 100, 1, 100, 1, 101, 1, 101, 1, 101, 1, 101, 1, 101, 1, 101, 1, 101, 1, 101, 1, 101, 1, 101, 1, 101, 1, 101, 1, 102, 1, 102, 1, 102, 1, 102, 1, 102, 1, 102, 1, 102, 1, 102, 1, 102, 1, 102, 1, 102, 1, 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oof

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Let's not change this very often 😅

This is still better committed into the repo, than built each time. "Install java" is a step you'd need to do otherwise, etc.

posthog/hogql/printer.py
response = "count(*)"
elif node.name == "countDistinct":
response = f"count(distinct {translated_args})"
elif node.name == "countDistinctIf":
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Are we keeping a list of all the little dialect diversions anywhere?

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Nope. This needs to be redone. It should be the standard dialect here.

posthog/hogql/printer.py
return HogQLFieldAccess(chain, "person.properties", chain[2], expression)
elif len(chain) == 1:
if chain[0] in EVENT_FIELDS:
if chain[0] == "id":
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I see now that my previous comment is addressed here. id --> uuid is a magic mapping

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@mariusandra mariusandra Feb 8, 2023 •
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This can also be removed. I'm not sure what's the right one to use and why though. Needs to be looked at.

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Struggling to get deep and challenge things at the lower level. Maybe there isn't anything to challenge though 🤷‍♂️ Will get more comfortable as we go along. Some surface-level comments above

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You're pointing out great things. It's just that this "printer" is something I more or less copied over from hogql.py and didn't plan to change more than that in this PR. It all should be done though.

yakkomajuri
yakkomajuri approved these changes Feb 8, 2023
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Haven't manually tested this.

My feeling though with this bleeding edge work that's guarded is that we can just get things in faster and iterate.

We'll probably catch bugs more easily using it anyway. I am however trusting that things are properly guarded.

@mariusandra mariusandra merged commit 3940ab5 into master Feb 8, 2023
@mariusandra mariusandra deleted the antlr-placeholders branch February 8, 2023 19:00
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@yakkomajuri yakkomajuri yakkomajuri approved these changes

@Twixes Twixes Awaiting requested review from Twixes

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@mariusandra @yakkomajuri