Imports

Types

Assign = object asgnKind*: AssignKind node*: NimNode ## the exact node that will be replaced by this `Assign` instance ## In case of `byCustom`, just the user input that will be inserted again element*: NimNode tensor*: NimNode col*: NimNode colType*: NimNode resType*: NimNode transformed*: NimNode: Source Edit
AssignKind = enum byIndex, ## assign by index byTensor, ## by tensor byCustom ## custom variable declaration in preface ## replace occurence of nnkAccQuote, nnkCallStrLit, nnkBracketExpr(df) by:: Source Edit
FormulaCT = object funcKind*: FormulaKind preface*: Preface typeHint*: TypeHint resType*: NimNode name*: NimNode rawName*: string loop*: NimNode generateLoop*: bool: Source Edit
FormulaKind = enum fkNone = "none", ## default value for uninitialized formula / no formula kind at CT yet fkVariable = "", ## Nim variable as `Value`, pure fkAssign = "<-", ## assignment op, pure fkVector = "~", ## map operation, impure fkScalar = "<<" ## reduce operation, impure ## either: `t in df["foo", int]` ## or: `t = df["foo", int]`: Source Edit
FormulaTypes = object inputType*: NimNode resType*: NimNode: Source Edit
HeuristicType = TypeHint: Source Edit
Lift = object toLift*: NimNode liftedNode*: NimNode: Source Edit
Preface = object args*: seq[Assign]: Source Edit
TypeHint = object inputType*: Option[NimNode] resType*: Option[NimNode]: Source Edit

DtypeOrderMap = (data: [(1148029984, "Value", 1), (3464699359, "int", 8), (0, "", 0), (0, "", 0), (1169023076, "Tensor[float64]", 13), (0, "", 0), (1521873350, "Tensor[float]", 11), (0, "", 0), (1846008072, "Tensor[int]", 7), (2624879753, "Tensor[int64]", 9), (4266707305, "int64", 10), (2904652459, "string", 6), (2516295656, "float", 12), (2412827210, "bool", 16), (0, "", 0), (0, "", 0), (0, "", 0), (0, "", 0), (0, "", 0), (4115314515, "T", 4), (3306470387, "Tensor[bool]", 15), (0, "", 0), (0, "", 0), (0, "", 0), (0, "", 0), (0, "", 0), (0, "", 0), (0, "", 0), (1490866044, "Tensor[T]", 3), (4270691677, "float64", 14), (3580412414, "Tensor[string]", 5), (1977826847, "Tensor[Value]", 2)], counter: 16): Source Edit
Dtypes = ["float", "int", "string", "bool", "Value"]: Source Edit
DtypesAll = ["float", "float64", "int", "int64", "string", "bool", "Value"]: Source Edit

proc `$`(p: Preface): string {....raises: [ValueError, Exception], tags: [RootEffect].}: Source Edit
proc extractCall(stmts: NimNode; id: string): NimNode {....raises: [], tags: [].}: Source Edit
proc generateClosure(fct: FormulaCT): NimNode {....raises: [ValueError, Exception], tags: [RootEffect].}: Source Edit
proc hasExplicitTypeHint(n: NimNode): bool {....raises: [], tags: [].}: Source Edit
proc isColumnType(n: NimNode): bool {....raises: [], tags: [].}: Source Edit
proc isValidType(n: NimNode): bool {....raises: [], tags: [].}: Source Edit
proc nodeIsDf(n: NimNode): bool {....raises: [], tags: [].}: Source Edit
proc nodeIsDfIdx(n: NimNode): bool {....raises: [], tags: [].}: Source Edit
proc parsePreface(n: NimNode): Preface {....raises: [], tags: [].}: Source Edit
proc sortTypes(s: seq[NimNode]): seq[string] {....raises: [KeyError], tags: [].}: Source Edit
proc sortTypes(s: seq[string]): seq[string] {....raises: [KeyError], tags: [].}: sorts the types according to our own "priority list" Source Edit
proc toStrType(n: NimNode): NimNode {....raises: [], tags: [].}: Source Edit